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3817.91 l 3624.55 3818.33 l 3609.53 3819.54 l 3594.87 3821.58 l 3580.63 3824.3 l 3566.96 3827.81 l 3553.77 3831.95 l 3541.21 3836.76 l 3529.43 3842.21 l 3518.32 3848.23 l 3508.06 3854.88 l 3498.64 3862 l 3494.29 3865.82 l 3490.16 3869.75 l 3486.29 3873.78 l 3482.67 3877.91 l 3479.32 3882.21 l 3476.29 3886.55 l 3473.46 3891.05 l 3471 3895.66 l 3468.8 3900.38 l 3466.96 3905.09 l 3471.83 3906.97 l 3473.67 3902.31 l 3473.61 3902.47 l 3475.71 3897.91 l 3475.66 3898.07 l 3478.06 3893.57 l 3477.96 3893.73 l 3480.68 3889.38 l 3480.58 3889.48 l 3483.56 3885.24 l 3483.51 3885.35 l 3486.75 3881.21 l 3486.65 3881.32 l 3490.21 3877.29 l 3490.11 3877.34 l 3493.88 3873.36 l 3493.77 3873.46 l 3497.86 3869.7 l 3497.75 3869.75 l 3501.99 3866.03 l 3501.83 3866.13 l 3511.1 3859.12 l 3510.95 3859.22 l 3521.05 3852.68 l 3520.89 3852.78 l 3531.83 3846.87 l 3531.68 3846.92 l 3543.35 3841.58 l 3543.2 3841.63 l 3555.55 3836.81 l 3555.39 3836.87 l 3568.43 3832.78 l 3568.32 3832.84 l 3581.84 3829.38 l 3581.68 3829.43 l 3595.81 3826.71 l 3595.66 3826.76 l 3610.21 3824.72 l 3610.05 3824.77 l 3624.92 3823.52 l 3624.77 3823.52 l 3640 3823.15 l 3639.9 3823.15 l 3648.9 3823.3 l 3648.85 3823.3 l 3657.7 3823.67 l 3657.59 3823.67 l 3666.34 3824.41 l 3666.23 3824.41 l 3674.87 3825.35 l 3674.77 3825.3 l 3683.25 3826.55 l 3683.14 3826.5 l 3691.41 3828.02 l 3691.36 3828.02 l 3699.48 3829.7 l 3699.38 3829.7 l 3707.28 3831.63 l 3707.18 3831.58 l 3722.46 3836.19 l 3722.3 3836.13 l 3729.64 3838.8 l 3729.58 3838.75 l 3736.65 3841.58 l 3736.55 3841.53 l 3743.41 3844.56 l 3743.3 3844.51 l 3749.9 3847.76 l 3749.79 3847.76 l 3756.18 3851.16 l 3756.07 3851.11 l 3762.09 3854.72 l 3762.04 3854.67 l 3767.86 3858.44 l 3767.7 3858.33 l 3773.2 3862.31 l 3773.09 3862.26 l 3778.27 3866.34 l 3778.17 3866.29 l 3783.04 3870.58 l 3782.93 3870.48 l 3787.49 3874.88 l 3787.38 3874.77 l 3791.63 3879.33 l 3791.52 3879.22 l 3795.34 3883.93 l 3795.24 3883.83 l 3798.8 3888.64 l 3798.69 3888.49 l 3801.78 3893.41 l 3801.73 3893.3 l 3804.45 3898.33 l 3804.24 3897.81 l 3806.23 3904.77 l h 3792.25 3902.41 m 3814.61 3929.54 l 3822.88 3895.4 l f 1 g 4243.09 3930.16 m 4243.09 3869.96 4164.87 3821.16 4068.43 3821.16 c 3986.49 3821.16 3915.55 3856.71 3897.86 3906.66 c 4068.43 3930.16 l f* 0 g 4239.74 3903.93 m 4237.7 3896.71 l 4234.77 3891.37 l 4231.57 3886.24 l 4227.91 3881.27 l 4223.98 3876.45 l 4219.69 3871.79 l 4215.03 3867.29 l 4210.05 3862.94 l 4204.77 3858.75 l 4199.21 3854.72 l 4193.3 3850.84 l 4187.18 3847.18 l 4180.73 3843.73 l 4174.03 3840.43 l 4167.12 3837.34 l 4159.95 3834.51 l 4152.52 3831.84 l 4137.07 3827.18 l 4129.06 3825.19 l 4120.89 3823.52 l 4112.52 3822 l 4103.93 3820.74 l 4095.24 3819.8 l 4086.44 3819.12 l 4077.49 3818.7 l 4068.43 3818.54 l 4053.04 3818.96 l 4038.01 3820.16 l 4023.35 3822.21 l 4009.11 3824.93 l 3995.45 3828.44 l 3982.25 3832.57 l 3969.69 3837.39 l 3957.91 3842.84 l 3946.81 3848.86 l 3936.55 3855.5 l 3927.12 3862.63 l 3922.78 3866.45 l 3918.64 3870.38 l 3914.77 3874.41 l 3911.15 3878.54 l 3907.8 3882.84 l 3904.77 3887.18 l 3901.94 3891.68 l 3899.48 3896.29 l 3897.28 3901 l 3895.45 3905.71 l 3900.32 3907.6 l 3902.15 3902.94 l 3902.09 3903.1 l 3904.19 3898.54 l 3904.14 3898.7 l 3906.55 3894.2 l 3906.44 3894.35 l 3909.16 3890.01 l 3909.06 3890.11 l 3912.04 3885.87 l 3911.99 3885.98 l 3915.24 3881.84 l 3915.13 3881.95 l 3918.69 3877.91 l 3918.59 3877.96 l 3922.36 3873.99 l 3922.25 3874.09 l 3926.34 3870.32 l 3926.23 3870.38 l 3930.47 3866.66 l 3930.32 3866.76 l 3939.58 3859.75 l 3939.43 3859.85 l 3949.53 3853.3 l 3949.38 3853.41 l 3960.32 3847.5 l 3960.16 3847.55 l 3971.83 3842.21 l 3971.68 3842.26 l 3984.03 3837.44 l 3983.88 3837.5 l 3996.91 3833.41 l 3996.81 3833.46 l 4010.32 3830.01 l 4010.16 3830.06 l 4024.29 3827.34 l 4024.14 3827.39 l 4038.69 3825.35 l 4038.54 3825.4 l 4053.41 3824.14 l 4053.25 3824.14 l 4068.48 3823.78 l 4068.38 3823.78 l 4077.38 3823.93 l 4077.33 3823.93 l 4086.18 3824.3 l 4086.07 3824.3 l 4094.82 3825.04 l 4094.71 3825.04 l 4103.35 3825.98 l 4103.25 3825.93 l 4111.73 3827.18 l 4111.63 3827.13 l 4119.9 3828.64 l 4119.84 3828.64 l 4127.96 3830.32 l 4127.86 3830.32 l 4135.76 3832.26 l 4135.66 3832.21 l 4150.95 3836.81 l 4150.79 3836.76 l 4158.12 3839.43 l 4158.06 3839.38 l 4165.13 3842.21 l 4165.03 3842.15 l 4171.89 3845.19 l 4171.78 3845.14 l 4178.38 3848.38 l 4178.27 3848.38 l 4184.66 3851.79 l 4184.55 3851.73 l 4190.58 3855.35 l 4190.52 3855.3 l 4196.34 3859.07 l 4196.18 3858.96 l 4201.68 3862.94 l 4201.57 3862.89 l 4206.75 3866.97 l 4206.65 3866.92 l 4211.52 3871.21 l 4211.41 3871.11 l 4215.97 3875.5 l 4215.86 3875.4 l 4220.11 3879.96 l 4220 3879.85 l 4223.82 3884.56 l 4223.72 3884.46 l 4227.28 3889.27 l 4227.18 3889.12 l 4230.26 3894.04 l 4230.21 3893.93 l 4232.93 3898.96 l 4232.72 3898.44 l 4234.71 3905.4 l h 4220.73 3903.04 m 4243.09 3930.16 l 4251.36 3896.03 l f 1 g 4664.03 3930.16 m 4664.03 3869.96 4585.81 3821.16 4489.37 3821.16 c 4407.44 3821.16 4336.49 3856.71 4318.8 3906.66 c 4489.37 3930.16 l f* 0 g 4660.68 3903.93 m 4658.64 3896.71 l 4655.71 3891.37 l 4652.52 3886.24 l 4651.21 3884.46 l 4646.96 3887.55 l 4648.22 3889.27 l 4648.12 3889.12 l 4651.21 3894.04 l 4651.15 3893.93 l 4653.88 3898.96 l 4653.67 3898.44 l 4655.66 3905.4 l h 4640.95 3872.15 m 4640.63 3871.79 l 4635.97 3867.29 l 4631 3862.94 l 4625.71 3858.75 l 4624.82 3858.07 l 4621.73 3862.31 l 4622.62 3862.94 l 4622.52 3862.89 l 4627.7 3866.97 l 4627.59 3866.92 l 4632.46 3871.21 l 4632.36 3871.11 l 4636.91 3875.5 l 4636.81 3875.4 l 4637.12 3875.71 l h 4611.52 3849.22 m 4608.12 3847.18 l 4601.68 3843.73 l 4594.98 3840.43 l 4592.67 3839.43 l 4590.58 3844.2 l 4592.83 3845.19 l 4592.72 3845.14 l 4599.32 3848.38 l 4599.21 3848.38 l 4605.6 3851.79 l 4605.5 3851.73 l 4608.85 3853.73 l h 4577.96 3833.46 m 4573.46 3831.84 l 4558.01 3827.18 l 4557.75 3827.13 l 4556.49 3832.21 l 4556.7 3832.26 l 4556.6 3832.21 l 4571.89 3836.81 l 4571.73 3836.76 l 4576.18 3838.38 l h 4542.3 3823.62 m 4541.83 3823.52 l 4533.46 3822 l 4524.87 3820.74 l 4521.36 3820.38 l 4520.84 3825.56 l 4524.29 3825.98 l 4524.19 3825.98 l 4532.67 3827.18 l 4532.57 3827.13 l 4540.84 3828.64 l 4540.79 3828.64 l 4541.26 3828.75 l h 4505.55 3819.01 m 4498.43 3818.7 l 4489.37 3818.54 l 4484.45 3818.64 l 4484.61 3823.88 l 4489.43 3823.78 l 4489.32 3823.78 l 4498.32 3823.93 l 4498.27 3823.93 l 4505.34 3824.25 l h 4468.64 3819.38 m 4458.95 3820.16 l 4447.7 3821.73 l 4448.38 3826.92 l 4459.63 3825.35 l 4459.48 3825.4 l 4469.06 3824.61 l h 4432.09 3824.56 m 4430.05 3824.93 l 4416.39 3828.44 l 4411.57 3829.9 l 4413.09 3834.93 l 4417.86 3833.41 l 4417.75 3833.46 l 4431.26 3830.01 l 4431.1 3830.06 l 4433.09 3829.7 l h 4396.55 3835.14 m 4390.68 3837.39 l 4378.85 3842.84 l 4377.12 3843.78 l 4379.64 3848.38 l 4381.26 3847.5 l 4381.1 3847.55 l 4392.78 3842.21 l 4392.62 3842.26 l 4398.43 3840.01 l h 4363.35 3851.68 m 4357.49 3855.5 l 4348.06 3862.63 l 4346.18 3864.3 l 4349.63 3868.23 l 4351.41 3866.66 l 4351.26 3866.76 l 4360.52 3859.75 l 4360.37 3859.85 l 4366.18 3856.08 l h 4334.71 3875.56 m 4332.09 3878.54 l 4328.75 3882.84 l 4325.71 3887.18 l 4322.88 3891.68 l 4322.2 3892.99 l 4326.81 3895.45 l 4327.49 3894.2 l 4327.38 3894.35 l 4330.11 3890.01 l 4330 3890.11 l 4332.98 3885.87 l 4332.93 3885.98 l 4336.18 3881.84 l 4336.07 3881.95 l 4338.69 3878.96 l h 4641.68 3903.04 m 4664.03 3930.16 l 4672.3 3896.03 l f 1 g 5084.35 3930.16 m 5084.35 3869.96 5006.13 3821.16 4909.69 3821.16 c 4827.75 3821.16 4756.81 3856.71 4739.11 3906.66 c 4909.69 3930.16 l f* 0.65039 g 5081 3903.93 m 5078.95 3896.71 l 5076.02 3891.37 l 5072.83 3886.24 l 5069.16 3881.27 l 5065.24 3876.45 l 5060.95 3871.79 l 5057.44 3868.38 l 5053.77 3872.15 l 5057.23 3875.5 l 5057.12 3875.4 l 5061.36 3879.96 l 5061.26 3879.85 l 5065.08 3884.56 l 5064.98 3884.46 l 5068.54 3889.27 l 5068.43 3889.12 l 5071.52 3894.04 l 5071.47 3893.93 l 5074.19 3898.96 l 5073.98 3898.44 l 5075.97 3905.4 l h 5045.13 3858.07 m 5040.47 3854.72 l 5034.55 3850.84 l 5028.43 3847.18 l 5021.99 3843.73 l 5015.29 3840.43 l 5008.38 3837.34 l 5008.12 3837.29 l 5006.18 3842.15 l 5006.39 3842.21 l 5006.29 3842.15 l 5013.14 3845.19 l 5013.04 3845.14 l 5019.63 3848.38 l 5019.53 3848.38 l 5025.92 3851.79 l 5025.81 3851.73 l 5031.83 3855.35 l 5031.78 3855.3 l 5037.59 3859.07 l 5037.44 3858.96 l 5042.04 3862.31 l h 4993.2 3831.68 m 4978.32 3827.18 l 4970.32 3825.19 l 4962.15 3823.52 l 4953.77 3822 l 4952.15 3821.73 l 4951.41 3826.92 l 4952.98 3827.18 l 4952.88 3827.13 l 4961.15 3828.64 l 4961.1 3828.64 l 4969.21 3830.32 l 4969.11 3830.32 l 4977.02 3832.26 l 4976.91 3832.21 l 4991.73 3836.66 l h 4936.44 3819.8 m 4927.7 3819.12 l 4918.75 3818.7 l 4909.69 3818.54 l 4894.29 3818.96 l 4894.14 3818.96 l 4894.61 3824.14 l 4894.66 3824.14 l 4894.5 3824.14 l 4909.74 3823.78 l 4909.63 3823.78 l 4918.64 3823.93 l 4918.59 3823.93 l 4927.44 3824.3 l 4927.33 3824.3 l 4936.02 3825.04 l h 4878.38 3820.27 m 4864.61 3822.21 l 4850.37 3824.93 l 4837.02 3828.33 l 4838.27 3833.41 l 4851.57 3830.01 l 4851.41 3830.06 l 4865.55 3827.34 l 4865.39 3827.39 l 4879.06 3825.5 l h 4821.73 3833.2 m 4811 3837.39 l 4799.16 3842.84 l 4788.06 3848.86 l 4783.67 3851.68 l 4786.49 3856.08 l 4790.79 3853.3 l 4790.63 3853.41 l 4801.57 3847.5 l 4801.41 3847.55 l 4813.09 3842.21 l 4812.93 3842.26 l 4823.61 3838.12 l h 4770.68 3860.9 m 4768.38 3862.63 l 4764.03 3866.45 l 4759.9 3870.38 l 4756.02 3874.41 l 4752.41 3878.54 l 4749.06 3882.84 l 4746.02 3887.18 l 4743.2 3891.68 l 4742.52 3892.99 l 4747.12 3895.45 l 4747.8 3894.2 l 4747.7 3894.35 l 4750.42 3890.01 l 4750.32 3890.11 l 4753.3 3885.87 l 4753.25 3885.98 l 4756.49 3881.84 l 4756.39 3881.95 l 4759.95 3877.91 l 4759.84 3877.96 l 4763.61 3873.99 l 4763.51 3874.09 l 4767.59 3870.32 l 4767.49 3870.38 l 4771.73 3866.66 l 4771.57 3866.76 l 4773.88 3865.04 l h 5061.99 3903.04 m 5084.35 3930.16 l 5092.62 3896.03 l f [ 47.1204 15.7068 ] 0 d 1 0 0 RG 4009.69 4909.01 389.527 591.203 re S Q q 10 0 0 10 0 0 cm BT /R10 9.9626 Tf 1 0 0 1 308.862 368.012 Tm [ (Figure) -195.982 (1\072) ] TJ /R8 9.9626 Tf 38.5367 0 Td [ (Illustration) -195.984 (of) -196.004 (SeqGR) 29.995 (OUND) 20.0163 (\056) ] TJ /R10 9.9626 Tf 124.087 0 Td [ (The) -196.002 (proposed) -195.982 (neu\055) ] TJ -162.624 -11.9551 Td [ (ral) -301.989 (architecture) -303.006 (performs) -302.013 (phrase) -301.984 (grounding) -303.008 (sequentially) 65.0137 (\056) -467.015 (It) ] TJ 11.9551 TL T* [ (uses) -368.005 (the) -368.01 (pre) 25.013 (viously) -368.015 (grounded) -367.993 (phrase\055image) -368.002 (content) -367.997 (to) -368.007 (in\055) ] TJ 11.9559 TL T* [ (form) -249.988 (the) -249.99 (ne) 15.0171 (xt) -249.985 (grounding) -249.997 (decision) -250.012 (\050in) -249.988 (re) 25.0056 (v) 14.9828 (erse) ] TJ /R16 9.9626 Tf 179.575 0 Td [ (le) 20.0016 (xical) ] TJ /R10 9.9626 Tf 28.8508 0 Td (order\051\056) Tj -208.426 -32.1379 Td [ (layer) -333.003 (of) -331.981 (V) 14.9803 (GG) -332.998 (\13339\135) -332.021 (or) -333 (another) -332.013 (CNN) -332.984 (netw) 10.0081 (ork) -332.018 (\13314\135\051\056) -557.98 (In) -333.003 (the) ] TJ 11.9551 TL T* [ (latter) 40.0031 (\054) -299.006 (the) -287.984 (traditional) -289.011 (object) -288.996 (detection) -288.986 (paradigm) -288.986 (is) -288.996 (follo) 24.9958 (wed) ] TJ T* [ (by) -417.999 <02727374> -417.984 (detecting) -417.004 (propo) -1.00228 (s) 0.98513 (al) -418.004 (re) 15.0073 (gions) -418.018 (and) -418.004 (then) -417.994 (measuring) -418.018 (a) ] TJ T* [ (\050typically) -254.004 (learned\051) -255.019 (similarity) -253.982 (of) -253.997 (each) -254.007 (of) -255.016 (these) -253.987 (re) 15.0073 (gions) -254.007 (to) -255.006 (the) ] TJ 11.9559 TL T* [ (gi) 24.9885 (v) 14.9828 (en) -347 (language) -348.006 (phrase\056) -602.01 (Importantly) 65.0137 (\054) -372.011 (both) -347.996 (of) -347 (these) -348.011 (classes) ] TJ 11.9551 TL T* [ (of) -392.011 (models) -391 (consider) -391.996 (grounding) -390.994 (of) -392.013 (indi) 25 (vidual) -391.008 (phrases) -392.003 (indi\055) ] TJ T* [ (vidually) -287.013 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5222.23 1731.89 l S q 10 0 0 10 0 0 cm BT /R16 9.9626 Tf 1 0 0 1 527.947 176.641 Tm (with) Tj -219.085 -11.9551 Td [ (a) -249.993 (bouquet) -250.01 (of) -249.985 <036f776572> 9.98363 (s) ] TJ ET Q 3088.62 1612.34 m 3898.48 1612.34 l S q 10 0 0 10 0 0 cm BT /R16 9.9626 Tf 1 0 0 1 389.848 164.686 Tm [ (\054) -600.995 (that) -530.985 (matc) 14.9877 (h) -531.005 (her) -249.993 (hair) ] TJ ET Q 4486.05 1632.07 m 4809.83 1632.07 l S q 10 0 0 10 0 0 cm BT /R16 9.9626 Tf 1 0 0 1 480.983 164.686 Tm [ (\054) -600.993 (in) -531 (her) -249.993 (hand) ] TJ ET Q 5025.02 1631.47 m 5381.98 1631.47 l S q 10 0 0 10 0 0 cm BT /R16 9.9626 Tf 1 0 0 1 538.198 164.686 Tm (\056) Tj /R10 9.9626 Tf 2.49102 0 Td (\224) Tj -231.827 -11.9551 Td [ (Note) -530.019 (that) -530.014 (while) -530.012 (multiple) ] TJ /R16 9.9626 Tf 110.787 0 Td (ladies) Tj /R10 9.9626 Tf 29.0809 0 Td [ (may) -530.014 (be) -529.99 (present) -530.019 (in) -530.019 (the) ] TJ -139.868 -11.9547 Td [ (image\054) -423.991 (the) -388.987 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(ne) 15.0177 (xt) -267.982 (phrase) -267.991 (grounding) -267.995 (in) ] TJ /R16 9.9626 Tf 131.508 0 Td [ (r) 37.0196 (e) 15.0122 (ver) 9.99588 (se) ] TJ /R10 9.9626 Tf 31.3691 0 Td [ (le) 14.9803 (xical) -267.985 (order) 55.0104 (\056) -362.996 (This) ] TJ -162.877 -11.9547 Td [ (e) 15.0128 (xplicitly) -350.013 (sequential) -349.991 (process) -350.01 (is) -350.007 (illustrated) -350.02 (in) -350.008 (Figure) -349.996 (1\056) -610.008 (T) 79.9916 (o) ] TJ T* [ (our) -396.986 (kno) 24.9915 (wledge\054) -433.993 (our) -396.985 (paper) -396.995 (is) -397.018 (the) -396.985 <02727374> -397.007 (to) -397.02 (e) 15.0122 (x) -1.01454 (pl) 0.99248 (ore) -398.014 (such) -396.98 (se\055) ] TJ T* [ (quential) -250.009 (mechanism) -250.002 (and) -249.991 (architecture) -249.994 (for) -250 (phrase) -249.993 (grounding\056) ] TJ 11.9551 -12.225 Td [ (Expanding) -454.985 (on) -455.012 (the) -453.995 (class) -455.011 (of) -454.982 (recent) -454.987 (temporal) -454.998 (alignment) ] TJ -11.9551 -11.9559 Td [ (netw) 10.0087 (orks) -399.999 (\050) ] TJ /R16 9.9626 Tf 43.727 0 Td [ (e) 15.0128 (\056g) ] TJ /R10 9.9626 Tf 11.7461 0 Td [ (\056\054) -438 (NeuMA) 111.018 (TCH) -399.992 (\1337\135\051\054) -436.988 (that) -399.997 (propose) -399.992 (neural) -400.987 (ar) 19.9893 (\055) ] TJ -55.473 -11.9551 Td [ (chitectures) -526.993 (where) -527.994 (discrete) -527.002 (alignment) -527.009 (actions) -526.988 (are) -528.003 (imple\055) ] TJ T* [ (mented) -250.996 (by) -251.007 (mo) 14.995 (ving) -252.014 (data) -251.013 (between) -251.01 (stacks) -251.002 (of) -251.014 (Long) -252.017 (Short\055term) ] TJ T* [ (Memory) -361.992 (\050LSTM\051) -361.991 (blocks\054) -389.986 (we) -362.019 (de) 25.0167 (v) 14.9828 (elop) -362.006 (a) -361.984 (sequential) ] TJ /R16 9.9626 Tf 209.122 0 Td (spatial) Tj /R10 9.9626 Tf -209.122 -11.9547 Td [ (phrase) -328.019 (grounding) -327.984 (netw) 10.0094 (ork) -328.016 (that) -328.009 (we) -327.986 (call) -328.019 (SeqGR) 39.986 (OUND\056) -328.009 (Se\055) ] TJ T* [ (qGR) 40.0142 (OUND) -340.01 (encodes) -340.993 (re) 15.0098 (gion) -341.019 (proposals) -339.99 (and) -340.997 (all) -340.012 (phrases) -340.992 (into) ] TJ 11.9563 TL T* [ (tw) 10.0081 (o) -503.989 (stacks) -504.998 (of) -503.993 (LSTM) -504 (cells\054) -568.008 (along) -504.015 (with) -504.011 (so\055f) 10.0032 (ar) -504.982 (grounded) ] TJ 11.9547 TL T* [ (phrase\055re) 15.0104 (gion) -439.003 (pairings\056) -878.019 (These) -439.019 (LSTM) -438.99 (stacks) -439.01 (collecti) 24.9958 (v) 14.9828 (ely) ] TJ T* [ (capture) -249.996 (the) -249.99 (conte) 14.9865 (xt) -249.985 (for) -249.999 (the) -249.99 (grounding) -249.997 (of) -249.995 (the) -249.99 (ne) 15.0171 (xt) -249.985 (phrase\056) ] TJ /R8 9.9626 Tf 19.4262 TL T* [ (Contrib) 19.9936 (utions\056) ] TJ /R10 9.9626 Tf 67.848 0 Td [ (The) -340.017 (contrib) 20.0187 (utions) -339.006 (of) -339.981 (this) -339.997 (paper) -339.985 (are) -339.014 (three\055) ] TJ -67.848 -11.9547 Td [ (fold\056) -897.01 (First\054) -494 (we) -446.005 (propose) -445.005 (the) -445.997 (notion) -446.009 (of) -444.982 (conte) 14.9852 (xtual) -445.984 (phrase) ] TJ 11.9551 TL T* [ (grounding\054) -432.984 (where) -396.016 (earlier) -396.017 (grounding) -396.012 (decisions) -396.02 (can) -396.015 (inform) ] TJ T* [ (the) -384.987 (latter) 54.981 (\056) -715.016 (Second\054) -419.005 (we) -384.996 (formalize) -384.982 (this) -385.008 (process) -384.985 (in) -384.982 (the) -384.987 (end\055) ] TJ T* [ (to\055end) -280.017 (learnable) -279.009 (neural) -279.988 (architecture) -279.009 (we) -279.995 (call) -279.988 (SeqGR) 39.986 (OUND\056) ] TJ T* [ (The) -487.012 <62656e650274> -486.994 (of) -487.016 (this) -486.991 (architecture) -487.013 (is) -487.003 (its) -486.997 (ability) -486.982 (to) -487.005 (sequen\055) ] TJ 11.9563 TL T* [ (tially) -355.99 (process) -356.009 (man) 14.9901 (y\055to\055man) 15.0012 (y) -354.995 (grounding) -356.019 (decisions) -355.987 (and) -356.014 (uti\055) ] TJ 11.9551 TL T* [ (lize) -269.989 (rich) -271.009 (conte) 14.9865 (xt) -269.982 (of) -269.993 (prior) -269.983 (matches) -270.996 (along) -270.016 (the) -269.987 (w) 10 (ay) 65.0088 (\056) -370.994 (Third\054) -276.013 (we) ] TJ T* [ (sho) 24.9922 (w) -194.984 (competiti) 25.0179 (v) 14.9828 (e) -194.992 (performance) -194.987 (both) -195.004 (with) -195.004 (respect) -196.004 (t) 0.98758 (o) -196.002 (the) -195.019 (prior) ] TJ T* [ (state\055of\055the\055art) -217.992 (and) -217.016 (ablation) -218.014 (v) 24.9811 (ariants) -217.009 (of) -218.002 (our) -217.015 (model\056) -300.001 (Through) ] TJ T* [ (ablations) -202.011 (we) -202.007 (v) 24.9811 (alidate) -201.992 (the) -201.998 (ef) 25.0081 <02636163> 15.0183 (y) -202 (of) -202.985 (sequenti) 1.00718 (al) -202.983 (grounding) -202.006 (as) ] TJ 11.9559 TL T* [ (well) -249.985 (as) -249.996 (indi) 25 (vidual) -250.012 (design) -250.012 (choices) -249.988 (in) -249.985 (our) -249.99 (model\056) ] TJ /R8 11.9552 Tf 24.7199 TL T* [ (2\056) -249.99 (Related) -250.002 (W) 74.9972 (ork) ] TJ /R10 9.9626 Tf 11.9551 -19.1992 Td [ (Localizing) -345.013 (phrases) -346.011 (in) -344.989 (images) -345.999 (by) -344.991 (performing) -345.996 (sequential) ] TJ -11.9551 -11.9551 Td [ (grounding) -206.985 (is) -207.991 (related) -206.981 (to) -207.012 (multiple) -207.997 (topics) -206.999 (in) -207.012 (multi\055modal) -207.982 (learn\055) ] TJ 11.9559 TL T* [ (ing\056) -310.007 (W) 79.9873 (e) -250.002 <627269650379> -250.012 (re) 25.0081 (vie) 24.9836 (w) -249.995 (the) -249.99 (most) -250.006 (rele) 25.0105 (v) 24.9811 (ant) -249.99 (literature\056) ] TJ /R8 9.9626 Tf 15.2141 TL T* [ (Multi\055modal) -393.015 (T) 91.9981 (ext) -392.015 (and) -392.998 (Image) -393.019 (T) 91.9981 (asks) 1.01209 (\056) ] TJ /R10 9.9626 Tf 168.16 0 Td [ (Popular) -393.003 (research) ] TJ -168.16 -11.9551 Td [ (topics) -452.016 (in) -453.01 (multi\055modal) -451.982 (learning) -453.005 (include) -451.983 (image) -453.008 (captioning) ] TJ 11.9547 TL T* [ (\13319\054) -201.016 (28\054) -201.993 (45\054) -201.013 (52\135\054) -211.014 (retrie) 25.0142 (v) 24.9811 (al) -200.984 (of) -202.004 (visual) -201 (content) -201.006 (\13325\135\054) -211.019 (te) 14.9803 (xt) -201.993 (ground\055) ] TJ T* [ (ing) -207.987 (in) -207.012 (images) -207.982 (\13311\054) -207.995 (33\054) -207.012 (37\054) -207.992 (46\135) -207.997 (and) -207.018 (visual) -208.017 (question) -208.007 (answering) ] TJ T* [ (\1331\054) -210 (38\054) -211.011 (51\135\056) -297 (Most) -210.014 (approaches) -211.017 (along) -209.986 (these) -209.994 (lines) -211.002 (can) -210.007 (be) -210.984 (classi\055) ] TJ T* [ <026564> -276.997 (as) -277.011 (belonging) -277.011 (to) -277 (either) -277.005 (\050i\051) -277.992 (joint) -276.981 (language\055visual) -277.015 (embed\055) ] TJ 11.9559 TL T* [ (dings) -250.009 (or) -249.996 (\050ii\051) -249.99 (encoder) 19.9954 (\055decoder) -250.002 (architectures\056) ] TJ 11.9551 -12.225 Td [ (The) -608.992 (joint) ] TJ /R16 9.9626 Tf 45.9008 0 Td [ (vision\055langua) 10.0143 (g) 10.0032 (e) -609.001 (embeddings) ] TJ /R10 9.9626 Tf 123.728 0 Td [ (f) 9.99588 (acilitate) -609.016 (im\055) ] TJ -181.584 -11.9551 Td [ (age\057video) -347.999 (or) -348.019 (caption\057sentence) -347.986 (retrie) 25.0142 (v) 24.9811 (al) -348.018 (by) -348.011 (learning) -348.003 (to) -348.008 (em\055) ] TJ 11.9551 TL T* [ (bed) -328.998 (images\057videos) -330.01 (and) -328.998 (sentences) -328.992 (into) -329.999 (the) -328.997 (same) -328.994 (space) -329.987 (\13330\054) ] TJ 258.75 629.037 Td [ (43\054) -403.019 (50\054) -403.019 (53\135\056) -770.019 (F) 14.9926 (or) -402.989 (e) 15.0122 (xample\054) -441.98 (\13315\135) -402.987 (uses) -403.016 (simple) -402.996 (k) 10.0032 (ernel) -404.011 (CCA) ] TJ T* [ (and) -404.986 (in) -405.018 (\1338\135) -406.013 (both) -405.008 (images) -405.008 (and) -404.986 (sentences) -405.021 (are) -405.001 (mapped) -405.991 (into) -405.006 (a) ] TJ T* [ (common) -248.983 (semantic) ] TJ /R16 9.9626 Tf 75.2527 0 Td (meaning) Tj /R10 9.9626 Tf 36.7953 0 Td [ (space) -249.017 <6465026e6564> -250.017 (by) -249.007 (object\055action\055) ] TJ -112.048 -11.9551 Td [ (scene) -402.994 (triplets\056) -769.994 (More) -404.004 (recent) -402.996 (methods) -402.996 (directly) -403.011 (minimize) -404.006 (a) ] TJ 11.9559 TL T* [ (pairwise) -352.003 (ranking) -350.981 (function) -351.995 (between) -350.995 (positi) 25.0154 (v) 14.9828 (e) -351.985 (image\055caption) ] TJ 11.9551 TL T* [ (pairs) -283.002 (and) -283.987 (contrasti) 25 (v) 14.9828 (e) -283.017 (\050non\055descripti) 25.0105 (v) 14.9828 (e\051) -284.002 (ne) 15.0171 (g) 4.98446 (ati) 24.986 (v) 14.9828 (e) -283.017 (pairs\073) -300.989 (v) 24.9811 (ari\055) ] TJ T* [ (ous) -239.982 (ranking) -240.019 (objecti) 24.9983 (v) 14.9828 (e) -240.984 (functions) -240.004 (ha) 19.9967 (v) 14.9828 (e) -240.004 (been) -240 (proposed) -240.994 (includ\055) ] TJ T* [ (ing) -266.017 (max\055mar) 18.0117 (gin) -264.997 (\13322\135) -265.992 (and) -265.99 (order) 19.9967 (\055preserving) -266.019 (losses) -264.99 (\13344\135\056) -358.014 (The) ] TJ /R16 9.9626 Tf T* [ (encoder) 20.004 (\055decoder) ] TJ /R10 9.9626 Tf 70.4 0 Td [ (architectures) -310.997 (\13343\135) -311.982 (are) -311.017 (similar) 39.9884 (\054) -327 (b) 20.0016 (ut) -310.997 (instead) ] TJ -70.4 -11.9551 Td [ (attempt) -359.989 (to) -360.986 (encode) -360.016 (images) -361.018 (into) -359.994 (the) -360.989 (embedding) -359.984 (space) -360.999 (from) ] TJ 11.9563 TL T* [ (which) -249.983 (a) -250.002 (sentence) -249.993 (can) -250 (be) -249.997 (decoded\056) ] TJ 11.9547 -13.4148 Td [ (Of) -305.988 (particular) -306.015 (rele) 25.0105 (v) 24.9811 (ance) -305.018 (is) -306.013 (NeuMA) 111.021 (TCH) -306.008 (\1337\135\054) -319.986 (an) -305.988 (architec\055) ] TJ -11.9547 -11.9551 Td [ (ture) -196.982 (for) -196.989 (video\055sentence) -197.006 (alignment\054) -206.98 (where) -196.992 (discrete) -197.016 (alignment) ] TJ 11.9551 TL T* [ (actions) -421.986 (are) -421.981 (implemented) -421.998 (by) -421.998 (mo) 14.9975 (ving) -423.003 (data) -422.003 (between) -422.003 (stacks) ] TJ T* [ (of) -376.993 (Long) -377.996 (Short\055term) -376.998 (Memory) -377.991 (\050LSTM\051) -377.011 (blocks\056) -692.017 (W) 79.9866 (e) -377.981 (gener) 19.9967 (\055) ] TJ T* [ (alize) -245.996 (the) -247.01 (formulation) -245.993 (in) -245.986 (\1337\135) -247.018 (t) 0.98513 (o) -247.013 (address) -245.988 (the) -245.988 (spatial) -246.993 (grounding) ] TJ 11.9563 TL T* [ (of) -368.015 (phrases\056) -665.994 (This) -367.995 (requires) -368.987 (addition) -368.017 (of) -368.997 (the) -368.007 (spatial) -369.012 (proposal) ] TJ 11.9547 TL T* [ (mechanism\054) -305.991 <6d6f646902636174696f6e73> -294.005 (to) -295 (the) -293.98 (o) 14.9828 (v) 14.9828 (erall) -295.01 (architecture) -293.985 (in) -295 (or) 19.9967 (\055) ] TJ T* [ (der) -363.981 (to) -364.005 (allo) 24.9909 (w) -364.015 (man) 14.9901 (y\055to\055man) 15.0024 (y) -364.013 (matching\054) -392.018 <6d6f646902636174696f6e> -363.998 (to) -364.008 (the) ] TJ T* [ (loss) -250.012 (function) -250.01 (and) -249.993 (a) -250.002 (more) -249.988 (sophisticated) -249.988 (training) -250.007 (procedure\056) ] TJ /R8 9.9626 Tf 16.4039 TL T* [ (Phrase) -459.002 (Gr) 18.0043 (ounding) 15.0122 (\056) ] TJ /R10 9.9626 Tf 97.0598 0 Td [ (Phrase) -459.007 (grounding\054) -511.993 (a) -460.007 (problem) -458.997 (ad\055) ] TJ -97.0598 -11.9551 Td [ (dressed) -386.004 (in) -386.002 (this) -385.99 (paper) 39.9909 (\054) -418.986 (is) -386.002 <6465026e6564> -385.994 (as) -386.014 (spatial) -385.99 (localization) -385.98 (of) ] TJ 11.9551 TL T* [ (the) -303 (natural) -302.016 (language) -302.994 (phrase) -303.003 (in) -302.018 (an) -303.008 (image\056) -467.981 (A) -301.984 (number) -302.989 (of) -303.008 (ap\055) ] TJ 11.9559 TL T* [ (proaches) -249.993 (ha) 19.9967 (v) 14.9828 (e) -250.002 (been) -249.995 (proposed) -250.012 (for) -249.997 (grounding) -249.997 (o) 14.9828 (v) 14.9828 (er) -250.007 (the) -249.988 (years\056) ] TJ 11.9547 -13.4148 Td [ (Karpath) 4.98691 (y) ] TJ /R16 9.9626 Tf 39.425 0 Td [ (et) -241.016 (al\056) ] TJ /R10 9.9626 Tf 22.8973 0 Td [ (\13320\135) -241.016 (propose) -240.999 (to) -241.989 (align) -240.999 (sentence) -241.014 (fragments) ] TJ -74.277 -11.9551 Td [ (and) -273.989 (image) -272.999 (re) 15.0098 (gions) -274.003 (in) -273.981 (a) -273.998 (subspace\056) -381.02 (Rohrbach) ] TJ /R16 9.9626 Tf 177.439 0 Td [ (et) -273.989 (al\056) ] TJ /R10 9.9626 Tf 22.8891 0 Td [ (\13337\135) -273.989 (pro\055) ] TJ -200.328 -11.9551 Td [ (pose) -239.987 (a) -240.004 (method) -240.989 (to) -239.987 (learn) -240 (grounding) -240 (in) -239.989 (images) -240.999 (by) -239.989 (reconstruct\055) ] TJ 11.9551 TL T* [ (ing) -288.013 (a) -287.996 (gi) 24.9885 (v) 14.9828 (en) -287.991 (phrase) -287.986 (using) -288 (an) -287.991 (attention) -287.996 (mechanism\056) -424.008 (Fukui) ] TJ /R16 9.9626 Tf 229.057 0 Td (et) Tj -229.057 -11.9547 Td (al\056) Tj /R10 9.9626 Tf 13.727 0 Td [ (\13311\135) -350.018 (uses) -350.008 (multimodal) -349.015 (compact) -350.005 (bilinear) -350 (pooling) -349.981 (to) -350.01 (rep\055) ] TJ -13.727 -11.9563 Td [ (resent) -437.018 (multimodal) -435.981 (features) -436.986 (jointly) -436 (which) -437.01 (is) -435.991 (then) -437.01 (used) -437.015 (to) ] TJ T* [ (predict) -370.985 (the) -370.99 (best) -370.982 (candidate) -370.007 (bounding) -370.992 (box) -370.982 (in) -370.987 (a) -371.002 (similar) -371.002 (w) 10.0032 (ay) ] TJ T* [ (to) -437.993 (\13337\135\056) -872.987 (W) 79.9866 (ang) ] TJ /R16 9.9626 Tf 67.2539 0 Td [ (et) -438.003 (al\056) ] TJ /R10 9.9626 Tf 26.157 0 Td [ (\13347\135) -438 (learns) -437.02 (a) -438.01 (joint) -438.015 (image\055te) 14.9926 (xt) -437.996 (em\055) ] TJ -93.4109 -11.9551 Td [ (bedding) -341.014 (space) -339.985 (using) -341.012 (a) -339.987 (symmetric) -341.002 (distance) -340.002 (function) -341.017 (which) ] TJ T* [ (is) -451.011 (then) -451.011 (used) -451.011 (to) -449.991 (score) -450.984 (the) -451.013 (bounding) -450.979 (box) 14.9926 (es) -450.984 (to) -451.013 (predict) -451.008 (the) ] TJ T* [ (closest) -343.999 (to) -344.009 (the) -344.014 (gi) 24.9885 (v) 14.9828 (en) -343.982 (phrase\056) -592.994 (In) -344.021 (\13346\135\054) -366.993 (their) -344.991 (embedding) -343.987 (net\055) ] TJ 11.9559 TL T* [ (w) 10 (ork) -225.994 (is) -225.989 (e) 15.0122 (xtended) -225.982 (by) -225.011 (introducing) -225.997 (a) -226.006 (similarity) -225.987 (netw) 10.0081 (ork) -225.997 (which) ] TJ 11.9551 TL T* [ (aggre) 15.0147 (g) 4.98446 (ates) -354.014 (multimodal) -353.015 (features) -353.98 (into) -353.995 (a) -353.005 (single) -353.995 (v) 14.9828 (ector) -354.019 (rather) ] TJ T* [ (than) -308.995 (an) -307.988 (e) 15.0122 (xplicit) -309.012 (embedding) -307.993 (space\056) -485.997 (Hu) ] TJ /R16 9.9626 Tf 157.577 0 Td [ (et) -309.002 (al\056) ] TJ /R10 9.9626 Tf 23.584 0 Td [ (\13316\135) -309.002 (proposes) ] TJ -181.161 -11.9547 Td [ (a) -432.011 (recurrent) -430.992 (neural) -432.001 (netw) 10.0081 (ork) -431.021 (model) -431.982 (to) -431.997 (score) -430.987 (the) -431.997 (candidate) ] TJ T* [ (box) 14.9926 (es) -269.011 (using) -268.985 (local) -269.004 (image) -270.019 (descriptors\054) -274.003 (spatial) -268.989 <636f6e026775726174696f6e732c> ] TJ T* [ (and) -390.008 (global) -389.989 (scene\055le) 25.013 (v) 14.9828 (el) -390.011 (conte) 14.9877 (xt\056) -729.981 (Plummer) ] TJ /R16 9.9626 Tf 174.722 0 Td [ (et) -390.008 (al\056) ] TJ /R10 9.9626 Tf 25.2051 0 Td [ (\13333\135) -390.008 (per) 19.9918 (\055) ] TJ -199.927 -11.9559 Td [ (form) -459.992 (global) -460.016 (inference) -460.009 (us) 0.99003 (ing) -459.982 (a) -460.007 (wide) -459.992 (range) -460.002 (of) -460.002 (image\055te) 14.9926 (xt) ] TJ T* [ (constraints) -255.999 (deri) 24.9811 (v) 14.9828 (ed) -255.996 (from) -257.006 (attri) 0.99493 (b) 18.9821 (ut) 0.99003 (es\054) -257.991 (v) 14.9828 (erbs\054) -257.991 (prepositions\054) -257.981 (and) ] TJ T* [ (pronouns\056) -377 (Y) 99.9858 (eh) ] TJ /R16 9.9626 Tf 61.6379 0 Td [ (et) -271.991 (al\056) ] TJ /R10 9.9626 Tf 22.859 0 Td [ (\13355\135) -271.989 (uses) -271.979 (w) 10.0032 (ord) -273.008 (priors) -272.018 (with) -272.009 (the) -271.984 (combi\055) ] TJ -84.4969 -11.9551 Td [ (nation) -306.983 (of) -307.005 (se) 15.0196 (gmentation) -307.003 (masks\054) -321.015 (geometric) -306.988 (features\054) -321.985 (and) -307.003 (de\055) ] TJ T* [ (tection) -298.987 (scores) -299.004 (t) 0.98758 (o) -299.004 (select) -299.002 (the) -299 (candidate) -299 (bounding) -297.985 (box\056) -457.002 (W) 79.9866 (ang) ] TJ /R16 9.9626 Tf T* [ (et) -392.011 (al\056) ] TJ /R10 9.9626 Tf 25.2398 0 Td [ (\13348\135) -392.011 (proposes) -391.008 (a) -392.018 (structured) -391.993 (matching) -392.018 (met) 0.99493 (hod) -391.998 (which) ] TJ -25.2398 -11.9563 Td [ (attempts) -450.986 (to) -449.991 <726503656374> -451.018 (the) -451.015 (semantic) -450.998 (relation) -449.984 (of) -450.984 (phrases) -451.013 (onto) ] TJ T* [ (the) -326.997 (visual) -325.997 (relations) -327.019 (of) -327.002 (their) -326.014 (corresponding) -327.009 (re) 15.0073 (gions) -327.014 (without) ] TJ T* [ (considering) -315.011 (the) -314.019 (global) -314.982 (sentence\055le) 24.9811 (v) 14.9828 (el) -315.001 (conte) 14.9877 (xt\056) -504.019 (Plummer) ] TJ /R16 9.9626 Tf 229.057 0 Td (et) Tj -229.057 -11.9551 Td (al\056) Tj /R10 9.9626 Tf 13.7719 0 Td [ (\13332\135) -354.017 (proposes) -355.014 (to) -354.007 (use) -354.992 (multiple) -354.014 (te) 14.9828 (xt\055conditioned) -354.005 (embed\055) ] TJ -13.7719 -11.9551 Td [ (dings) -303.018 (in) -302.016 (a) -303.013 (single) -302.981 (end\055to\055end) -302.994 (model) -302.004 (with) -302.984 (impressi) 25.0105 (v) 14.9828 (e) -303.013 (results) ] TJ 11.9559 TL T* [ (on) -249.988 (Flickr30K) -249.997 (Entities) -249.997 (dataset) -249.983 (\13334\135\056) ] TJ ET Q Q Q q 1 0 0 1 0 0 cm BT /F1 12 Tf 14.4 TL ET 1 1 1 rg n 270 31 72 14 re f* 0.5 0.5 0.5 rg BT /F2 9 Tf 10.8 TL ET BT 1 0 0 1 297 34 Tm (4176) Tj T* ET Q endstream endobj 53 0 obj << /Encoding /WinAnsiEncoding /Type /Font /Name /F2 /BaseFont /Times-Roman /Subtype /Type1 >> endobj 54 0 obj << /Encoding /WinAnsiEncoding /Type /Font /Name /F1 /BaseFont /Helvetica /Subtype /Type1 >> endobj 55 0 obj << /Length 23414 >> stream q q 0.1 0 0 0.1 0 0 cm /R7 gs 0 g q 10 0 0 10 0 0 cm BT /R10 9.9626 Tf 1 0 0 1 62.0672 710.037 Tm [ (These) -235.994 (e) 15.0128 (xisting) -235.016 (w) 10 (orks) -235.988 (ground) -234.998 (each) -236.008 (phrase) -235.995 (independently) 65.0137 (\054) ] TJ -11.9551 -11.9551 Td [ (ignoring) -585.984 (the) -586.992 (semantic) -585.995 (and) -586.994 (spatial) -585.995 (relations) -585.995 (among) -587.017 (the) ] TJ 11.9551 TL T* [ (phrases) -302.018 (and) -301.983 (corresponding) -303.014 (re) 15.0098 (gions) -302 (respecti) 24.986 (v) 14.9828 (ely) 65.0161 (\056) -467.018 (A) -301.986 (notable) ] TJ T* [ (e) 15.0128 (xception) -242.993 (is) -243.985 (the) -243.011 (approach) -243.995 (of) -243.017 (Chen) ] TJ /R16 9.9626 Tf 137.802 0 Td [ (et) -243.016 (al\056) ] TJ /R10 9.9626 Tf 22.2859 0 Td [ (\1333\135\054) -245.018 (where) -242.984 (a) -244.003 (query\055) ] TJ -160.088 -11.9551 Td [ (guided) -298.006 (re) 15.0098 (gression) -298.002 (netw) 10.0094 (ork\054) -310.997 (designed) -298.004 (to) -298.016 (re) 15.0098 (gress) -298.019 (the) -297.982 (rank) -299.006 (of) ] TJ 11.9559 TL T* [ (candidates) -363.019 (phrase\055re) 15.011 (gion) -361.996 (pairings\054) -391.002 (is) -362.985 (proposed) -363.013 (along) -363.02 (with) ] TJ 11.9551 TL T* [ (a) -394.017 (reinforcement) -393.998 (learning) -395.015 (conte) 14.9865 (xt) -394 (polic) 14.9975 (y) -394.008 (netw) 10.0081 (ork) -394.005 (for) -394.995 (con\055) ] TJ T* [ (te) 14.981 (xtual) -268.994 <7265026e656d656e74> -268.007 (of) -269.013 (this) -268.988 (ranking\056) -365.995 (F) 14.9926 (or) ] TJ /R16 9.9626 Tf 155.925 0 Td [ (r) 37.0183 (eferring) -268.987 (e) 19.9918 (xpr) 36.9816 (ession) ] TJ -155.925 -11.9547 Td [ (compr) 36.9889 (ehension) ] TJ /R10 9.9626 Tf 60.5027 0 Td [ (\054) -303.986 (which) -292.994 (is) -294.016 (closely) -292.988 (related) -293.007 (to) ] TJ /R16 9.9626 Tf 114.205 0 Td [ (phr) 14.995 (ase) -293.003 (gr) 44.9851 (ound\055) ] TJ -174.708 -11.9551 Td (ing) Tj /R10 9.9626 Tf 15.6961 0 Td [ (problem\054) -309.017 (\13357\054) -298.019 (29\054) -298.016 (56\135) -297.002 (introduce) -298.007 (taking) -296.985 (account) -298.019 (of) -297.007 (con\055) ] TJ -15.6961 -11.9551 Td [ (te) 14.981 (xt\056) -302.013 (Re) 14.9871 (g) 4.98446 (arding) -227.006 (visual) -226.995 (data\054) -231.014 (the) 14.9852 (y) -227.016 (consider) -225.984 (local) -227.011 (conte) 14.9852 (xt) -227.009 (pro\055) ] TJ 11.9563 TL T* [ (vided) -254.999 (by) -255.006 (the) -253.989 (surrounding) -255.014 (objects) -254.994 (only) 64.9916 (\056) -323.983 (In) -255.014 (addition\054) -255.996 (\13329\054) -255.006 (56\135) ] TJ 11.9547 TL T* [ (use) -307.981 (te) 14.981 (xtual) -308.987 (conte) 14.9865 (xt) -308.015 (with) -308.005 (an) -309.006 (e) 15.0122 (xplicit) -307.993 (structure\054) -322.988 (based) -308.02 (on) -308.997 (the) ] TJ T* [ (assumption) -294.994 (that) -294.995 (referring) -295.014 (e) 15.0122 (xpressions) -295.011 (mention) -295.012 (an) -295.01 (object) -294.995 (in) ] TJ T* [ (relation) -399.992 (with) -399.009 (some) -399.993 (other) -400.002 (object\056) -758.992 (On) -400.004 (the) -400.004 (other) -398.982 (hand\054) -437.993 (our) ] TJ T* [ (method) -244.008 (represe) 1.01086 (n) -1.01454 (t) 0.98758 (s) -243.992 (visual) -244.012 (and) -243.012 (te) 14.9803 (xtual) -244.018 (conte) 14.9852 (xt) -243.006 (in) -243.986 (a) -242.984 (less) -243.984 (struc\055) ] TJ T* [ (tured\054) -372.984 (b) 20.0016 (ut) -348.008 (more) -348.011 (global\054) -371.989 (manner) -348.011 (which) -348.986 (alle) 24.9811 (viates) -348.003 (more) -348.011 (e) 15.0122 (x\055) ] TJ 11.9559 TL T* [ (plicit) -422.998 (assumptions) -423.007 (made) -424 (by) -423.018 (other) -423.018 (methods\056) -830.018 (Importantly) 65.0137 (\054) ] TJ 11.9551 TL T* [ (unlik) 9.98853 (e) -319.01 (\13357\054) -318.996 (29\054) -318.993 (56\135\054) -336.993 (it) -318.991 (mak) 10.0106 (es) -319.004 (use) -318.998 (of) -319.004 (prior) -320.015 (matches) -318.988 (through) ] TJ T* [ (a) -428.992 (sequential) -428.997 (decision) -428.019 (process\056) -846.984 (In) -428.006 (summary) 65.0014 (\054) -473.997 (e) 15.0122 (xisting) -428.985 (ap\055) ] TJ T* [ (proaches) -390.008 (perform) -390.005 (phrase) -388.99 (grounding) -390.013 (with) -389.991 (tw) 10.0081 (o) -390.008 (constraints\072) ] TJ T* [ (a) -275.997 (re) 15.0098 (gion) -274.991 (should) -276 (be) -275.992 (matched) -274.997 (to) -275.981 (no) -275.983 (more) -275.003 (than) -276.02 (one) -275.988 (phrase\054) -281.985 (or) ] TJ T* [ (a) -386.999 (phrase) -386.99 (should) -387 (be) -388.012 (matched) -387.018 (to) -386.982 (no) -386.984 (more) -386.984 (than) -388.001 (one) -386.989 (re) 15.0098 (gion\056) ] TJ 11.9559 TL T* [ (Furthermore\054) -393 (most) -363.987 (of) -364.997 (these) -364.008 (approaches) -364.993 (consider) -364 (the) -364.991 (local) ] TJ 11.9551 TL T* [ (similarities) -395.016 (rather) -394.015 (taking) -395.008 (account) -394.004 (both) -395.01 (global) -395.008 (image\055le) 24.9909 (v) 14.9828 (el) ] TJ T* [ (and) -255.991 (sentence\055) 0.98268 (le) 25.0179 (v) 14.9828 (el) -255.994 (conte) 14.9865 (xt\056) -326.99 (Here) -254.986 (we) -255.998 (propose) -254.997 (an) -255.996 (end\055to\055end) ] TJ T* [ (dif) 24.9854 (ferentiable) -263.008 (neural) -263.01 (architecture) -263.011 (that) -263 (considers) -262.993 (all) -263.005 (possible) ] TJ T* [ (sets) -282.996 (of) -283.01 (bounding) -283.009 (box) 14.9926 (es) -283.01 (to) -283 (match) -282.996 (an) 15.0183 (y) -283.007 (phrase) -283.007 (in) -283 (the) -283.004 (caption\054) ] TJ 11.9563 TL T* [ (and) -249.992 (vice) -249.994 (v) 14.9828 (ersa\056) ] TJ /R8 11.9552 Tf 24.1469 TL T* [ (3\056) -249.99 (A) 24.9967 (ppr) 17.9988 (oach) ] TJ /R10 9.9626 Tf 11.9551 -19.0078 Td [ (W) 79.9873 (e) -398.997 (no) 24.986 (w) -398.989 (present) -398 (our) -398.985 (neural) -398.987 (architecture) -398.99 (for) -398.995 (grounding) ] TJ -11.9551 -11.9551 Td [ (phrases) -443.014 (in) -443.992 (images\056) -889.984 (W) 79.9879 (e) -442.99 (assume) -443.003 (that) -443.99 (we) -442.987 (need) -442.982 (to) -443.992 (ground) ] TJ 11.9551 TL T* [ (multiple\054) -429.017 (potentially) -392.985 (inter) 20.0089 (\055related\054) -430.004 (phrases) -392.983 (in) -392.981 (each) -393.981 (image\056) ] TJ T* [ (This) -387.992 (is) -386.981 (the) -388.006 (case) -387.002 (for) -388.015 (the) -388.006 (Flickr30k) -386.992 (Entities) -388.014 (dataset\054) -421.993 (where) ] TJ T* [ (phrases\057entities) -332.993 (come) -334.014 (from) -332.992 (sentence) -334.017 (pars) 0.98268 (ing\056) -560.985 <53706563690263616c6c79> 65.0137 (\054) ] TJ 11.9559 TL T* [ (we) -468.982 (parse) -468.981 (the) -469.012 (input) -468.01 (sentence) -469.014 (into) -468.995 (a) -468.985 (sequence) -469.015 (of) -469.017 (phrases) ] TJ /R37 9.9626 Tf 11.9551 TL T* [ (P) -0.60039 ] TJ /R39 9.9626 Tf 12.441 0 Td [ (\075) -0.7995 ] TJ /R37 9.9626 Tf 12.441 0 Td (f) Tj /R41 9.9626 Tf 4.98086 0 Td (P) Tj /R43 6.9738 Tf 6.39609 -1.49375 Td [ (j) -0.70017 ] TJ /R37 9.9626 Tf 4.19805 1.49375 Td (g) Tj /R43 6.9738 Tf 4.98203 -3.34805 Td [ (j) -0.70017 ] TJ /R45 6.9738 Tf 3.69883 0 Td [ (\0751) -0.49887 ] TJ /R43 6.9738 Tf 10.0871 0 Td [ (\072) -0.29932 (\072) -0.29932 (\072) -0.29932 (N) -0.89971 ] TJ /R10 9.9626 Tf 18.1848 3.34805 Td [ (k) 10.0032 (eeping) -354.006 (the) -354.992 (sentence) -354.014 (order\073) ] TJ /R16 9.9626 Tf 116.348 0 Td (i\056e) Tj /R10 9.9626 Tf 9.68398 0 Td (\056) Tj /R41 9.9626 Tf 6.01992 0 Td [ (j) -0.79889 ] TJ /R39 9.9626 Tf 9.36602 0 Td [ (\075) -471.811 (1) ] TJ /R10 9.9626 Tf -218.828 -11.9547 Td [ (is) -290.017 (the) -289.983 <02727374> -290.006 (phrase) -289.007 (and) ] TJ /R41 9.9626 Tf 89.148 0 Td [ (j) -0.80011 ] TJ /R39 9.9626 Tf 8.17578 0 Td [ (\075) -0.80011 ] TJ /R41 9.9626 Tf 11.252 0 Td [ (N) -0.49992 ] TJ /R10 9.9626 Tf 11.9793 0 Td [ (is) -290.017 (the) -289.983 (last\056) -429.007 (F) 14.9926 (or) -289.988 (a) -289.996 (typical) -290.008 (sen\055) ] TJ -120.555 -11.9551 Td [ (tence) -222.003 (in) -221.99 (Flickr30k\054) ] TJ /R41 9.9626 Tf 76.698 0 Td [ (N) -0.49992 ] TJ /R10 9.9626 Tf 11.302 0 Td [ (is) -221.989 (between) ] TJ /R39 9.9626 Tf 44.2641 0 Td (1) Tj /R10 9.9626 Tf 7.19297 0 Td (and) Tj /R39 9.9626 Tf 16.598 0 Td (54) Tj /R10 9.9626 Tf 9.96172 0 Td [ (\056) -301.006 (The) -221.997 (input) -222.012 (image) ] TJ /R41 9.9626 Tf -166.017 -11.9551 Td [ (I) -0.59978 ] TJ /R10 9.9626 Tf 8.08477 0 Td [ (is) -294.016 (used) -292.998 (to) -294.017 (e) 15.0122 (xtract) -293.003 (re) 15.0098 (gion) -294.007 (proposals) -293.017 (in) -294.017 (the) -293.003 (form) -294.02 (of) -293.007 (bound\055) ] TJ -8.08477 -11.9551 Td [ (ing) -268.017 (box) 14.9932 (es\056) -364.013 (These) -267.988 (bounding) -267.992 (box) 14.9926 (es) -267.993 (are) -268.007 (ordered) -269.014 (to) -267.982 (form) -267.985 (a) -268 (se\055) ] TJ 11.9559 TL (quence) ' /R37 9.9626 Tf 30.7117 0 Td [ (B) -0.7995 ] TJ /R39 9.9626 Tf 9.62617 0 Td [ (\075) -0.7995 ] TJ /R37 9.9626 Tf 10.5289 0 Td (f) Tj /R41 9.9626 Tf 4.98203 0 Td [ (B) -0.49992 ] TJ /R43 6.9738 Tf 7.55625 -1.49414 Td [ (i) -0.19955 ] TJ /R37 9.9626 Tf 3.3168 1.49414 Td (g) Tj /R43 6.9738 Tf 4.98203 -2.98828 Td [ (i) -0.19955 ] TJ /R45 6.9738 Tf 2.81797 0 Td [ (\0751) -0.49887 ] TJ /R43 6.9738 Tf 10.0879 0 Td [ (\072) -0.29932 (\072) -0.29932 (\072) -0.29932 (M) -0.39909 ] TJ /R10 9.9626 Tf 15.941 2.98828 Td [ (\056) -311.985 (W) 79.9879 (e) -250.983 (discuss) -250.006 (the) -251.01 (ordering) -251 (choices\054) ] TJ -100.551 -11.9551 Td [ (for) -226.983 (both) ] TJ /R37 9.9626 Tf 33.8469 0 Td [ (P) -0.60039 ] TJ /R10 9.9626 Tf 10.0082 0 Td (and) Tj /R37 9.9626 Tf 16.6438 0 Td [ (B) -0.80011 ] TJ /R10 9.9626 Tf 6.84687 0 Td [ (\054) -231.018 (and) -227.015 (their) -227.009 (ef) 25.0081 (fects) -226 (in) -227.009 (Section) -226.992 (4\0563\056) -302.013 (Our) -227.016 (o) 14.9828 (v) 14.9828 (er) 19.9893 (\055) ] TJ -67.3457 -11.9551 Td [ (all) -241.989 (task) -241.985 (is) -241.005 (to) -241.987 (ground) -242.016 (phrases) -241.989 (in) -241.987 (the) -241.011 (image) -241.984 (by) -241.989 (matching) -242.006 (them) ] TJ 11.9551 TL T* [ (to) -330.991 (their) -330.992 (corresponding) -331.01 (bounding) -331.001 (box) 14.9926 (es\054) -350.995 (for) -331.006 (e) 15.0122 (xample\054) -351.998 <026e642d> ] TJ T* [ (ing) -409.013 (a) -408.015 (function) ] TJ /R41 9.9626 Tf 62.5719 0 Td (\031) Tj /R10 9.9626 Tf 10.107 0 Td [ (that) -409.015 (maps) -407.992 (an) -408.989 (inde) 14.9901 (x) -408.005 (of) -408.988 (the) -408.003 (phrase) -408.986 (to) -409.018 (its) ] TJ -72.6789 -11.9551 Td [ (corresponding) -230.007 (bounding) -229.998 (box) 14.9926 (es) ] TJ /R37 9.9626 Tf 124.603 0 Td [ (h) -0.89936 ] TJ /R41 9.9626 Tf 3.87422 0 Td (P) Tj /R43 6.9738 Tf 6.39687 -1.49492 Td [ (j) -0.70017 ] TJ /R41 9.9626 Tf 4.19688 1.49492 Td [ (\073) -167.788 (B) -0.49992 ] TJ /R43 6.9738 Tf 11.9852 -1.79922 Td (\031) Tj /R45 6.9738 Tf 4.90898 0 Td [ (\050) -0.40259 ] TJ /R43 6.9738 Tf 3.11289 0 Td [ (j) -0.70017 ] TJ /R45 6.9738 Tf 3.7 0 Td [ (\051) -0.40259 ] TJ /R37 9.9626 Tf 3.61211 1.79922 Td [ (i) -0.90181 ] TJ /R10 9.9626 Tf 3.87422 0 Td [ (\056) -303.006 (Our) -229.996 (method) -230.011 (al\055) ] TJ -170.264 -11.9563 Td [ (lo) 24.9885 (ws) -388.004 (man) 14.9908 (y\055to\055man) 15.0012 (y) -388.009 (matching) -387 (of) -388.012 (the) -388.006 (aformentioned) -387.982 (input) ] TJ T* [ (sequences\056) -308.995 (In) -247.016 (other) -247.008 (w) 10 (ords\054) -247.982 (a) -246.983 (single) -246.992 (phrase) -247.013 (can) -246.981 (be) -247.018 (grounded) ] TJ T* [ (to) -263.003 (multiple) -263.008 (bounding) -261.993 (box) 14.0124 (e) 1.01454 (s\054) -267.006 (or) -261.994 (multiple) -263.008 (phrases) -263.005 (of) -263.012 (the) -263.008 (sen\055) ] TJ T* [ (tence) -249.998 (can) -250.001 (be) -249.997 (grounded) -250.015 (to) -249.985 (the) -249.99 (same) -249.988 (bounding) -249.995 (box\056) ] TJ 11.9547 -12.034 Td [ (Phrase) -253.003 (grounding) -251.997 (is) -253.003 (a) -252.982 (v) 14.9828 (ery) -252 (challenging) -252.982 (problem) -252.99 (e) 15.0122 (xhibit\055) ] TJ 246.795 629.037 Td [ (ing) -312.989 (the) -312.019 (follo) 24.9983 (wing) -312.987 (characteristics\056) -498.02 (First\054) -327.989 (image) -312.012 (and) -313.002 (te) 14.9828 (xt) -312.997 (are) ] TJ T* [ (heterogeneous) -296.987 (surf) 10.0032 (ace) -298.002 (forms) -296.995 (concealing) -298.014 (the) -297 (true) -297.985 (similarity) ] TJ T* [ (structure\056) -675.007 (Hence\054) -402.014 (satisf) 10.0179 (actory) -370.992 (understanding) -372.011 (of) -370.997 (the) -372.007 (entire) ] TJ T* [ (language) -257.981 (and) -257.991 (visual) -258.008 (conte) 0.99003 (n) -1.01454 (t) -257.011 (is) -257.981 (needed) -257.996 (for) -257.996 (ef) 25.0056 (fecti) 25.0154 (v) 14.9828 (e) -258.001 (ground\055) ] TJ 11.9559 TL T* [ (ing\056) -554.986 (Second\054) -353.017 (relationships) -330.994 (between) -332.018 (phrases) -332.013 (and) -332.018 (box) 14.9926 (es) -331.984 (are) ] TJ 11.9551 TL T* [ (comple) 14.9975 (x\056) -475.992 (It) -305.003 (is) -304.996 (possible) -305.01 (\050and) -305.008 (lik) 10.0179 (ely\051) -305.003 (to) -306.018 (ha) 19.9967 (v) 14.9828 (e) -305.013 (man) 14.9926 (y\055to\055man) 15.0024 (y) ] TJ T* [ (matchings) -297.99 (and\057or) -298.014 (unmatched) -298.004 (content) -298.009 (\050due) -297.99 (to) -299 (either) -297.98 (lack) -297.985 (of) ] TJ T* [ (precision) -326 (in) -326.012 (the) -326.997 (bounding) -325.98 (box) -326.009 (proposal) -326 (mechanism) -325.99 (or) -327.004 (h) 4.98446 (y\055) ] TJ T* [ (pothetical) -274 (linguistic) -274.02 (references\051\056) -381.015 (Such) -274.013 (scenarios) -274.018 (need) -273.993 (to) -273.984 (be) ] TJ T* [ (accommodated) -270.984 (by) -271.004 (the) -269.987 (grounding) -271.014 (algorithm\056) -372.992 (Third\054) -276.013 (conte) 14.9877 (x\055) ] TJ 11.9563 TL T* [ (tual) -374.001 (information) -374.011 (that) -374.982 (is) -374.004 (needed) -374.016 (for) -374.016 (learning) -375.016 (the) -374.006 (similarity) ] TJ 11.9551 TL T* [ (between) -322.998 (phrase\055box) -322.988 (pairs) -322.995 (are) -323.015 (scattered) -323 (o) 14.9828 (v) 14.9828 (er) -323.995 (the) -322.995 (entire) -322.995 (im\055) ] TJ T* [ (age) -267.017 (and) -265.99 (the) -267.007 (sentence\056) -360.011 (Therefore\054) -270 (it) -267 (is) -267 (important) -265.995 (to) -267.004 (consider) ] TJ T* [ (all) -356.989 (visual) -357.012 (and) -358.014 (te) 14.9803 (xtual) -357.019 (conte) 14.9877 (xt) -356.989 (with) -357.014 (a) -357.984 (strong) -357.014 (representation) ] TJ T* [ (of) -402.009 (their) -402 (dependencies) -401.994 (when) -402.002 (making) -401.982 (grounding) -402.011 (decisions\054) ] TJ 11.9559 TL T* [ (and) -329 (to) -328.011 (create) -329.016 (an) -327.984 (end\055to\055end) -328.989 (netw) 10.0081 (ork\054) -348.011 (where) -327.989 (gradient) -328.984 (from) ] TJ 11.9551 TL T* [ (grounding) -285.991 (decisions) -285.999 (can) -285.994 (inform) -286.006 (content) -286.991 (understanding) -285.987 (and) ] TJ T* [ (similarity) -249.985 (learning\056) ] TJ 11.9551 -12.5031 Td [ (The) -459.997 (SeqGR) 39.986 (OUND) -459.989 (frame) 25.0105 (w) 10.0032 (ork) -459.997 (copes) -459.992 (with) -460.997 (these) -459.992 (chal\055) ] TJ -11.9551 -11.9547 Td [ (lenges) -270.999 (by) -271.004 (casting) -270.992 (the) -271.006 (problem) -270.989 (as) -271.014 (one) -271.989 (of) -271.014 (sequential) -270.984 (ground\055) ] TJ T* [ (ing) -401.994 (and) -402.987 (e) 15.0122 (xplicitly) -402.004 (representing) -403.011 (the) -402.002 (state) -402.002 (of) -402.992 (the) -402.002 (entire) -402.982 (de\055) ] TJ (cision) ' /R16 9.9626 Tf 28.0949 0 Td (workspace) Tj /R10 9.9626 Tf 42.6102 0 Td [ (\054) -475.997 (including) -430.982 (the) -431.997 (part) 0.98513 (ially) -431.982 (grounded) -431.002 (input) ] TJ -70.7051 -11.9551 Td [ (phrases) -306.998 (and) -307.983 (box) 14.9926 (es\056) -481.993 (The) -307.983 (representati) 0.99493 (on) -308.017 (emplo) 9.98363 (ys) -306.998 (LSTM) -307.993 (re\055) ] TJ T* [ (current) -448.981 (netw) 10.0081 (orks) -449.011 (for) -448.986 (re) 15.0098 (gion) -449.979 (proposals\054) -498.98 (sentence) -449.018 (phrases\054) ] TJ 11.9563 TL T* [ (and) -342.997 (the) -342.994 (pre) 25.013 (viously) -343.979 (grounded) -343.016 (content\054) -365.993 (in) -342.992 (addition) -343.982 (to) -342.992 (dense) ] TJ 11.9551 TL T* [ (layers) -257.009 (for) -255.999 (the) -257.009 (full) -256.019 (image) -257.001 (representation\056) -329.019 (Figure) -256.991 (2) -255.992 (sho) 24.9909 (ws) -257.006 (the) ] TJ T* [ (architecture) -249.995 (of) -249.995 (our) -249.99 (frame) 25.013 (w) 10.0032 (ork\056) ] TJ 11.9551 -12.5031 Td [ (W) 79.9866 (e) -254.002 (lea) 1.01699 (rn) -253.994 (a) -252.982 (function) -254.009 (that) -253.002 (maps) -254.016 (the) -253.007 (state) -253.987 (of) -253.017 (w) 10.0032 (orkspace) ] TJ /R39 9.9626 Tf 213.039 0 Td [ <09> -0.80379 ] TJ /R43 6.9738 Tf 7.74805 -1.49414 Td [ (t) -0.60214 ] TJ /R10 9.9626 Tf -232.742 -10.4609 Td [ (to) -286.999 (a) -287.996 (grounding) -287.011 (decision) ] TJ /R41 9.9626 Tf 97.7859 0 Td [ (d) -0.49992 ] TJ /R43 6.9738 Tf 5.18594 -1.49375 Td [ (t) -0.60214 (i) -0.19605 ] TJ /R10 9.9626 Tf 9.18906 1.49375 Td [ (for) -287.011 (the) -287.981 (bounding) -287.006 (box) ] TJ /R41 9.9626 Tf 87.8238 0 Td [ (B) -0.49992 ] TJ /R43 6.9738 Tf 7.55703 -1.49375 Td [ (i) -0.19605 ] TJ /R10 9.9626 Tf 6.17891 1.49375 Td [ (at) -287.006 (e) 25.0105 (v\055) ] TJ -213.721 -11.9551 Td [ (ery) -281.995 (time) -282.009 (step) ] TJ /R41 9.9626 Tf 54.918 0 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0 0 10 0 0 cm BT /R54 4.69126 Tf 1 0 0 1 443.072 651.484 Tm [ (L) 8.98238 (ST) -12.9688 (M) ] TJ ET Q 0.19995 0.80078 1 rg 3498.16 6489.45 195.563 90.4336 re f* 3498.16 6489.45 195.563 90.4336 re S 0 g q 10 0 0 10 0 0 cm BT /R54 4.69126 Tf 1 0 0 1 353.325 651.766 Tm [ (L) 8.98238 (ST) -12.9688 (M) ] TJ ET Q 0.7793 g 3498.07 6531.13 m 3490.72 6531.23 l 3490.82 6538.57 l 3498.16 6538.48 l h 3483.38 6531.32 m 3476.03 6531.37 l 3476.12 6538.72 l 3483.47 6538.67 l h 3468.68 6531.46 m 3461.33 6531.56 l 3461.43 6538.91 l 3468.77 6538.81 l h 3453.98 6531.61 m 3446.64 6531.7 l 3446.73 6539.05 l 3454.08 6538.95 l h 3439.29 6531.79 m 3431.94 6531.84 l 3432.04 6539.19 l 3439.38 6539.14 l h 3424.59 6531.93 m 3417.25 6532.03 l 3417.34 6539.38 l 3424.69 6539.28 l h 3409.9 6532.07 m 3402.55 6532.17 l 3402.64 6539.52 l 3409.99 6539.42 l h 3395.2 6532.27 m 3387.86 6532.31 l 3387.95 6539.66 l 3395.3 6539.61 l h 3380.51 6532.41 m 3373.16 6532.5 l 3373.25 6539.85 l 3380.6 6539.75 l h 3365.81 6532.55 m 3358.51 6532.64 l 3358.56 6539.99 l 3365.91 6539.89 l h 3351.16 6532.73 m 3343.82 6532.78 l 3343.86 6540.13 l 3351.21 6540.08 l h 3336.47 6532.88 m 3329.12 6532.97 l 3329.17 6540.32 l 3336.52 6540.22 l h 3329.59 6522.52 m 3301.47 6536.93 l 3329.88 6550.77 l f 0 g 4941.43 6606.54 -7.34766 136.688 re 4951.89 6611.25 m 4937.76 6582.99 l 4923.63 6611.25 l f q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf 1 0 0 1 432.389 685.156 Tm [ (hi) -4.00958 (s ) 19.0338 (hands) -3.0424 ( ) 10.9677 (\054) ] TJ /R54 5.21126 Tf 44.2984 -0.325 Td [ (a bott) -5.03155 (l) 7.02731 (e ) 31.9789 (\054) ] TJ /R54 5.19995 Tf -133.32 0.46133 Td [ (a c) -2.03296 (at) -5.01902 ( ) 22.0057 (\054) ] TJ ET Q 0.19995 0.80078 1 rg 3950.34 6486.06 195.563 89.8672 re f* 3950.34 6486.06 195.563 89.8672 re S 0 g q 10 0 0 10 0 0 cm BT /R54 4.69126 Tf 1 0 0 1 398.543 651.404 Tm [ (L) 8.98238 (ST) -14.9672 (M) ] TJ /R54 5.19995 Tf -14.4789 33.225 Td [ (hi) -4.00958 (s ) 19.0244 (hands) -3.03301 ( ) 10.963 (\054) ] TJ ET Q 2.26085 w 0 G 3428.79 6796.64 m 3421.06 6796.64 3414.8 6802.91 3414.8 6810.63 c 3414.8 6964.65 l 3414.8 6972.38 3421.06 6978.64 3428.79 6978.64 c 3772.71 6978.64 m 3780.44 6978.64 3786.71 6972.38 3786.71 6964.65 c 3786.71 6810.63 l 3786.71 6802.91 3780.44 6796.64 3772.71 6796.64 c S 4757.6 6797.77 m 4749.88 6797.77 4743.61 6804.04 4743.61 6811.76 c 4743.61 6965.21 l 4743.61 6972.94 4749.88 6979.21 4757.6 6979.21 c 5162.57 6979.21 m 5170.3 6979.21 5176.56 6972.94 5176.56 6965.21 c 5176.56 6811.76 l 5176.56 6804.04 5170.3 6797.77 5162.57 6797.77 c S 0.65039 g q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf 1 0 0 1 304.491 687.285 Tm [ (bl) -4.00958 (ond ) ] TJ 0.62187 -6.21719 Td [ (hai) -5.02371 (r) -3.01423 ( ) 22.0057 (\054) ] TJ ET Q [ 9.04339 6.78254 ] 0 d 0.65039 G 3043.31 6794.95 m 3035.59 6794.95 3029.32 6801.21 3029.32 6808.93 c 3029.32 6962.96 l 3029.32 6970.68 3035.59 6976.95 3043.31 6976.95 c 3355.59 6976.95 m 3363.32 6976.95 3369.58 6970.68 3369.58 6962.96 c 3369.58 6808.93 l 3369.58 6801.21 3363.32 6794.95 3355.59 6794.95 c S [ ] 0 d 0 G 3830.09 6796.64 m 3822.36 6796.64 3816.1 6802.91 3816.1 6810.63 c 3816.1 6964.65 l 3816.1 6972.38 3822.36 6978.64 3830.09 6978.64 c 4266.15 6978.64 m 4273.87 6978.64 4280.14 6972.38 4280.14 6964.65 c 4280.14 6810.63 l 4280.14 6802.91 4273.87 6796.64 4266.15 6796.64 c S 4322.95 6792.12 m 4315.23 6792.12 4308.96 6798.39 4308.96 6806.11 c 4308.96 6960.13 l 4308.96 6967.86 4315.23 6974.12 4322.95 6974.12 c 4699.1 6974.12 m 4706.82 6974.12 4713.09 6967.86 4713.09 6960.13 c 4713.09 6806.11 l 4713.09 6798.39 4706.82 6792.12 4699.1 6792.12 c S [ 7.34776 7.34776 ] 0 d 7.34776 w 0.75391 0 0 RG 2836.87 6199.21 m 2836.87 6230.25 2862.07 6255.45 2893.11 6255.45 c 5143.78 6255.45 l 5174.82 6255.45 5200.02 6230.25 5200.02 6199.21 c 5200.02 5211.24 l 5200.02 5180.17 5174.82 5154.98 5143.78 5154.98 c 2893.11 5154.98 l 2862.07 5154.98 2836.87 5180.17 2836.87 5211.24 c h S [ ] 0 d 0 G 2103.79 6474.19 m 2357.47 6474.19 l S 0 g 2364.07 6469.95 m 2366.52 6641.63 l 2359.17 6641.73 l 2356.72 6470.09 l h 2376.88 6636.78 m 2363.17 6665.23 l 2348.62 6637.16 l f 2724.3 6304.72 m 2720.43 6641.63 l 2727.78 6641.73 l 2731.64 6304.77 l h 2710.02 6636.83 m 2723.82 6665.23 l 2738.29 6637.16 l f 3601.04 6486.63 m 3601.04 6420.16 l S 2826.13 6421.63 m 3602.07 6418.7 l S 2830.93 6419.22 m 2832.96 6644.46 l 2825.61 6644.55 l 2823.59 6419.32 l h 2843.37 6639.66 m 2829.47 6668.05 l 2815.11 6639.94 l f [ 7.34776 7.34776 ] 0 d 0.12207 0.30591 0.4751 RG 3391.34 7088.34 m 3391.34 7107.51 3406.88 7123.05 3426.05 7123.05 c 5164.18 7123.05 l 5183.34 7123.05 5198.89 7107.51 5198.89 7088.34 c 5198.89 6478.38 l 5198.89 6459.21 5183.34 6443.67 5164.18 6443.67 c 3426.05 6443.67 l 3406.88 6443.67 3391.34 6459.21 3391.34 6478.38 c h S 0.3291 0.50977 0.20801 RG 727.496 6992.3 m 727.496 7009.87 741.754 7024.14 759.336 7024.14 c 2104.73 7024.14 l 2122.3 7024.14 2136.57 7009.87 2136.57 6992.3 c 2136.57 6433.12 l 2136.57 6415.55 2122.3 6401.28 2104.73 6401.28 c 759.336 6401.28 l 741.754 6401.28 727.496 6415.55 727.496 6433.12 c h S 2599.95 6753.31 m 2598.3 6903.32 l 2605.65 6903.42 l 2607.3 6753.4 l h 2587.94 6898.52 m 2601.74 6926.92 l 2616.2 6898.8 l f 1 g 769.32 7081.13 m 769.32 7090.22 776.703 7097.62 785.805 7097.62 c 1124.18 7097.62 l 1133.29 7097.62 1140.66 7090.22 1140.66 7081.13 c 1140.66 7015.19 l 1140.66 7006.1 1133.29 6998.71 1124.18 6998.71 c 785.805 6998.71 l 776.703 6998.71 769.32 7006.1 769.32 7015.19 c f* [ ] 0 d 769.32 7081.13 m 769.32 7090.22 776.703 7097.62 785.805 7097.62 c 1124.18 7097.62 l 1133.29 7097.62 1140.66 7090.22 1140.66 7081.13 c 1140.66 7015.19 l 1140.66 7006.1 1133.29 6998.71 1124.18 6998.71 c 785.805 6998.71 l 776.703 6998.71 769.32 7006.1 769.32 7015.19 c h S 4713.37 7178.73 m 4713.37 7187.96 4720.81 7195.4 4730.04 7195.4 c 5112.7 7195.4 l 5121.93 7195.4 5129.37 7187.96 5129.37 7178.73 c 5129.37 7112.03 l 5129.37 7102.8 5121.93 7095.36 5112.7 7095.36 c 4730.04 7095.36 l 4720.81 7095.36 4713.37 7102.8 4713.37 7112.03 c f* 0.12207 0.30591 0.4751 RG 4713.37 7178.73 m 4713.37 7187.96 4720.81 7195.4 4730.04 7195.4 c 5112.7 7195.4 l 5121.93 7195.4 5129.37 7187.96 5129.37 7178.73 c 5129.37 7112.03 l 5129.37 7102.8 5121.93 7095.36 5112.7 7095.36 c 4730.04 7095.36 l 4720.81 7095.36 4713.37 7102.8 4713.37 7112.03 c h S 4771.59 5171.19 m 4771.59 5180.34 4779.03 5187.77 4788.17 5187.77 c 5106 5187.77 l 5115.14 5187.77 5122.59 5180.34 5122.59 5171.19 c 5122.59 5104.87 l 5122.59 5095.71 5115.14 5088.29 5106 5088.29 c 4788.17 5088.29 l 4779.03 5088.29 4771.59 5095.71 4771.59 5104.87 c f* 0.75391 0 0 RG 4771.59 5171.19 m 4771.59 5180.34 4779.03 5187.77 4788.17 5187.77 c 5106 5187.77 l 5115.14 5187.77 5122.59 5180.34 5122.59 5171.19 c 5122.59 5104.87 l 5122.59 5095.71 5115.14 5088.29 5106 5088.29 c 4788.17 5088.29 l 4779.03 5088.29 4771.59 5095.71 4771.59 5104.87 c h S 0.75391 0 0 rg q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf 1 0 0 1 481.37 512.068 Tm [ (B) 3.98141 (ox Sta) -4.02836 (ck) ] TJ ET Q 0.12207 0.30591 0.4751 rg q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf 1 0 0 1 476.349 712.922 Tm [ (H) 4.96737 (i) -4 (st) -6 (or) -3.02362 (y) 10.9583 ( ) 22.0104 (Sta) -4.00958 (ck) ] TJ ET Q 0 g 3949.91 6527.46 m 3717.23 6530.66 l 3717.32 6538.01 l 3950 6534.81 l h 3721.8 6520.16 m 3693.73 6534.67 l 3722.18 6548.42 l f 4395.11 6535.52 m 4169.45 6534.9 l 4169.45 6527.55 l 4395.11 6528.17 l h 4174.11 6545.36 m 4145.9 6531.13 l 4174.21 6517.1 l f 4842.66 6526.8 m 4614.84 6528.02 l 4614.84 6535.37 l 4842.71 6534.15 l h 4619.45 6517.57 m 4591.29 6531.84 l 4619.64 6545.83 l f q 10 0 0 10 0 0 cm BT /R57 5.19995 Tf 1 0 0 1 81.3125 661.554 Tm <00ab> Tj /R60 5.19995 Tf 117.178 31.3129 Td (P) Tj /R60 3.44779 Tf 3.16523 -1.24375 Td (t) Tj /R60 5.19995 Tf -32.8012 0.66875 Td (P) Tj /R60 3.44779 Tf 3.16523 -1.24336 Td (t\0531) Tj /R60 5.19995 Tf -33.1777 1.81836 Td (P) Tj /R60 3.44779 Tf 3.16523 -1.24375 Td (t\0532) Tj /R54 5.19995 Tf 21.916 -22.7543 Td [ (FC) 5.96742 ( X) -5.02136 ( 3) -2638.33 (FC) 5.96742 ( X) -5.02136 ( 3) ] TJ ET Q 0 G 1076.23 6305.19 m 2459.45 6302.36 l S 2936.63 6004.69 -7.34766 -190.055 re 2947.08 5999.98 m 2932.95 6028.23 l 2918.82 5999.98 l f 3288.19 6005.82 -7.34766 -190.055 re 3298.64 6001.11 m 3284.52 6029.37 l 3270.38 6001.11 l f 3824.01 6005.82 -7.34766 -190.055 re 3834.46 6001.11 m 3820.34 6029.37 l 3806.21 6001.11 l f 4688.22 6005.82 -7.34766 -190.055 re 4698.68 6001.11 m 4684.55 6029.37 l 4670.41 6001.11 l f 4981 6005.82 -7.34766 -190.055 re 4991.46 6001.11 m 4977.32 6029.37 l 4963.2 6001.11 l f 2989.24 5918.54 m 2988.34 6001.81 l 2995.69 6001.91 l 2996.59 5918.63 l h 2977.93 5997.01 m 2991.73 6025.41 l 3006.2 5997.29 l f 3346.45 5922.5 m 3345.56 6005.77 l 3352.91 6005.86 l 3353.8 5922.59 l h 3335.15 6000.96 m 3348.95 6029.37 l 3363.41 6001.25 l f 3889.05 5916.84 m 3888.16 6000.12 l 3895.51 6000.21 l 3896.4 5916.94 l h 3877.75 5995.31 m 3891.55 6023.71 l 3906.01 5995.59 l f q 10 0 0 10 0 0 cm BT /R63 5.19995 Tf 1 0 0 1 333.105 587.059 Tm <0754> Tj /R63 3.78692 Tf 2.71289 -1.07383 Td <0bbb> Tj /R63 3.10867 Tf 2.31758 -0.79141 Td <0c2e> Tj /R63 5.19995 Tf -40.1207 1.82266 Td <0754> Tj /R63 3.78692 Tf 2.71289 -1.07383 Td <0bbb> Tj /R63 3.10867 Tf 2.31758 -0.79141 Td <0c2d> Tj ET Q 4760.61 5918.54 m 4759.72 6001.81 l 4767.07 6001.91 l 4767.96 5918.63 l h 4749.31 5997.01 m 4763.11 6025.41 l 4777.57 5997.29 l f 5050 5923.63 m 5049.11 6006.9 l 5056.45 6006.99 l 5057.35 5923.72 l h 5038.7 6002.09 m 5052.5 6030.5 l 5066.96 6002.38 l f q 10 0 0 10 0 0 cm BT /R63 5.19995 Tf 1 0 0 1 288.246 586.696 Tm <073e> Tj /R63 3.78692 Tf 2.48672 -1.07383 Td <0b35> Tj /R63 5.19995 Tf 31.9348 0.79141 Td <073e> Tj /R63 3.78692 Tf 2.65625 -1.07383 Td <0b36> Tj /R63 5.19995 Tf 61.7449 1.23398 Td <0754> Tj /R63 3.78692 Tf 2.71289 -1.07383 Td <0bbb> Tj /R63 3.10867 Tf 2.55781 -0.79141 Td <0cd4> Tj /R63 5.19995 Tf 78.6539 1.72852 Td <0754> Tj /R63 3.78692 Tf 2.71289 -1.07383 Td <0bbb> Tj /R63 3.10867 Tf 2.54336 -0.79141 Td [ <0cbe> -23.1051 <0c37> 1.60212 <0c2d> ] TJ /R63 5.21126 Tf -19.5328 1.23398 Td <073e> Tj /R63 3.79822 Tf 2.65664 -1.07383 Td [ <0bc6> -12.8941 <0b3f> -1.16985 <0b35> ] TJ /R63 5.19995 Tf 43.102 1.70508 Td <0754> Tj /R63 3.78692 Tf 2.71328 -1.07383 Td <0bbb> Tj /R63 3.10867 Tf 2.54336 -0.79141 Td <0cbe> Tj /R63 5.19995 Tf -16.5938 1.21992 Td <073e> Tj /R63 3.78692 Tf 2.65664 -1.07383 Td <0bc6> Tj /R63 5.19995 Tf -198.969 -35.5848 Td <0724> Tj /R63 3.78692 Tf 3.05195 -1.07383 Td <0b35> Tj /R63 5.19995 Tf 31.6992 1.35625 Td <0724> Tj /R63 3.78692 Tf 3.16484 -1.07383 Td <0b36> Tj /R63 5.19995 Tf 165.607 1.09766 Td <0724> Tj /R63 3.78692 Tf 3.16523 -1.07383 Td <0bc6> Tj /R63 5.19995 Tf -243.847 146.851 Td <0740> Tj 0.02939 Tc /R63 3.78692 Tf 2.9957 -1.07383 Td <0be70bdc> Tj ET Q 1720.29 6547.9 -7.34766 109.98 re 1730.75 6552.61 m 1716.62 6524.35 l 1702.49 6552.61 l f 2009.68 6547.9 -7.34766 109.98 re 2020.14 6552.61 m 2006 6524.35 l 1991.88 6552.61 l f 1432.6 6552.42 -7.34766 109.98 re 1443.05 6557.13 m 1428.92 6528.87 l 1414.79 6557.13 l f 1155.64 6549.6 -7.34766 109.98 re 1166.1 6554.31 m 1151.97 6526.05 l 1137.84 6554.31 l f q 10 0 0 10 0 0 cm BT /R63 5.21126 Tf 1 0 0 1 192.862 658.12 Tm <074c> Tj /R63 3.79822 Tf 2.71328 -1.07383 Td <0be7> Tj /R63 5.19995 Tf -35.632 0.35781 Td <074c> Tj /R63 3.78692 Tf 2.71289 -1.07383 Td [ <0be7> -22.7351 <0b3e> -3.34274 <0b35> ] TJ /R63 5.19995 Tf -30.9594 1.46016 Td <074c> Tj /R63 3.78692 Tf 2.71289 -1.07422 Td [ <0be7> -22.7351 <0b3e> -3.34274 <0b36> ] TJ /R60 5.19995 Tf -23.6605 36.1504 Td (P) Tj /R60 3.44779 Tf 3.16523 -1.24375 Td (t\0533) Tj /R63 5.19995 Tf -10.1625 -33.4605 Td <074c> Tj /R63 3.78692 Tf 2.71289 -1.07383 Td [ <0be7> -22.7351 <0b3e> -3.34274 <0b37> ] TJ ET Q 3214.99 6177.73 m 3083.68 6177.12 l 3083.68 6169.77 l 3215.04 6170.39 l h 3088.34 6187.58 m 3060.13 6173.36 l 3088.43 6159.32 l f 3061.87 6077.13 m 3191.73 6075.62 l 3191.63 6068.27 l 3061.77 6069.78 l h 3187.16 6086.13 m 3215.23 6071.66 l 3186.83 6057.86 l f 1 0.4751 0.4751 rg 4111.98 6129.97 195.563 88.1758 re f* 1 0.36499 0.36499 RG 4111.98 6129.97 195.563 88.1758 re S 0 g q 10 0 0 10 0 0 cm BT /R54 4.69126 Tf 1 0 0 1 414.707 615.692 Tm [ (L) 8.98238 (ST) -12.9688 (M) ] TJ ET Q 1 0.59961 0.59961 rg 4111.98 6031.63 195.563 79.6953 re f* 1 0.4751 0.4751 RG 4111.98 6031.63 195.563 79.6953 re S 0 g q 10 0 0 10 0 0 cm BT /R54 4.69126 Tf 1 0 0 1 414.707 605.452 Tm [ (L) 8.98238 (ST) -12.9688 (M) ] TJ ET Q 1 0.80078 0.80078 rg 4318.85 5661.41 m 4110.86 5661.41 l 4152.45 5738.85 l 4277.26 5738.85 l h f* 1 0.59961 0.59961 RG 4318.85 5661.41 m 4110.86 5661.41 l 4152.45 5738.85 l 4277.26 5738.85 l h S 4111.98 5752.41 196.129 59.9102 re f* 4111.98 5752.41 196.129 59.9102 re S 0 g q 10 0 0 10 0 0 cm BT /R54 5.21126 Tf 1 0 0 1 413.544 576.918 Tm [ (FC) 8.01113 ( X) -2.97021 ( 3) ] TJ -0.02058 Tc /R54 5.19995 Tf 2.13828 -8.66641 Td (CNN) Tj ET Q 4178.4 6005.82 -7.34766 -190.055 re 4188.86 6001.11 m 4174.72 6029.37 l 4160.59 6001.11 l f 4243.45 5916.84 m 4242.55 6000.12 l 4249.9 6000.21 l 4250.79 5916.94 l h 4232.14 5995.31 m 4245.94 6023.71 l 4260.4 5995.59 l f q 10 0 0 10 0 0 cm BT /R63 5.19995 Tf 1 0 0 1 422.531 586.574 Tm <0754> Tj /R63 3.78692 Tf 2.71328 -1.07383 Td <0bbb> Tj /R63 3.10867 Tf 2.54336 -0.79141 Td [ <0cd4> -24.9586 <0c36> 1.47647 <0c2d> ] TJ /R63 5.19995 Tf -51.9102 1.15391 Td <073e> Tj /R63 3.78692 Tf 2.65664 -1.07383 Td <0bdc> Tj ET Q 4108.03 6174.91 m 3976.71 6174.3 l 3976.71 6166.95 l 4108.07 6167.56 l h 3981.38 6184.75 m 3953.16 6170.53 l 3981.47 6156.49 l f 3954.9 6074.3 m 4084.76 6072.79 l 4084.67 6065.45 l 3954.81 6066.95 l h 4080.19 6083.3 m 4108.27 6068.84 l 4079.86 6055.04 l f 4535.33 6174.91 m 4505.94 6174.77 l 4505.98 6167.42 l 4535.38 6167.56 l h 4483.89 6174.67 m 4454.5 6174.53 l 4454.55 6167.18 l 4483.94 6167.32 l h 4432.46 6174.44 m 4404.01 6174.3 l 4404.01 6166.95 l 4432.51 6167.09 l h 4408.68 6184.75 m 4380.46 6170.53 l 4408.77 6156.49 l f 4381.64 6074.3 m 4411.03 6073.97 l 4410.94 6066.63 l 4381.54 6066.95 l h 4433.07 6073.69 m 4462.46 6073.36 l 4462.37 6066.01 l 4432.98 6066.34 l h 4484.51 6073.13 m 4511.5 6072.79 l 4511.4 6065.45 l 4484.41 6065.78 l h 4506.93 6083.3 m 4535 6068.84 l 4506.6 6055.04 l f 3660.38 6173.21 m 3630.99 6173.07 l 3631.04 6165.72 l 3660.43 6165.87 l h 3608.95 6172.98 m 3579.55 6172.84 l 3579.6 6165.49 l 3608.99 6165.63 l h 3557.51 6172.74 m 3529.06 6172.6 l 3529.06 6165.25 l 3557.56 6165.39 l h 3533.73 6183.06 m 3505.51 6168.83 l 3533.82 6154.8 l f 3506.69 6072.61 m 3536.08 6072.28 l 3535.99 6064.93 l 3506.6 6065.26 l h 3558.13 6071.99 m 3587.52 6071.66 l 3587.42 6064.32 l 3558.03 6064.64 l h 3609.56 6071.43 m 3636.55 6071.1 l 3636.45 6063.75 l 3609.46 6064.08 l h 3631.98 6081.6 m 3660.05 6067.14 l 3631.65 6053.34 l f 0 G 3856.89 6306.89 m 3856.51 6218.1 l S 3321.54 5636.73 -7.34766 -87.2813 re 3331.99 5632.02 m 3317.86 5660.29 l 3303.73 5632.02 l f 3859.05 5638.43 -7.34766 -87.2813 re 3869.51 5633.72 m 3855.38 5661.98 l 3841.25 5633.72 l f 4215.14 5638.43 -7.34766 -87.2813 re 4225.59 5633.72 m 4211.46 5661.98 l 4197.33 5633.72 l f 4709.13 5636.17 -7.34766 -87.2773 re 4719.59 5631.46 m 4705.46 5659.72 l 4691.33 5631.46 l f 5006.43 5636.17 -7.34766 -87.2773 re 5016.89 5631.46 m 5002.76 5659.72 l 4988.63 5631.46 l f 0.75391 0 0 rg q 10 0 0 10 0 0 cm BT /R63 5.19995 Tf 1 0 0 1 382.674 549.416 Tm <0724> Tj /R63 3.78692 Tf 3.16523 -1.07383 Td <0bdc> Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R63 5.19995 Tf 1 0 0 1 419.116 549.439 Tm <0724> Tj /R63 3.78692 Tf 3.16523 -1.07383 Td [ <0bdc> -52.0139 <0b3e> -3.33952 <0b35> ] TJ /R63 5.19995 Tf 44.8215 1.60586 Td <0724> Tj /R63 3.78692 Tf 3.16523 -1.07383 Td [ <0bc6> -45.3736 <0b3f> -3.33952 <0b35> ] TJ /R57 5.19995 Tf -115.699 4.48867 Td <00ab> Tj 90.0711 -0.88555 Td <00ab> Tj ET Q 4497.18 6603.15 -7.34766 136.688 re 4507.63 6607.86 m 4493.5 6579.6 l 4479.38 6607.86 l f 4053.48 6603.15 -7.34766 136.688 re 4063.94 6607.86 m 4049.81 6579.6 l 4035.68 6607.86 l f 3603.01 6606.54 -7.34766 136.688 re 3613.47 6611.25 m 3599.34 6582.99 l 3585.21 6611.25 l f 0.74805 g 3206.8 6716.66 -7.34766 29.3906 re 3206.8 6665.23 -7.34766 29.3906 re 3206.8 6613.8 -7.34766 29.3906 re 3217.25 6614.08 m 3203.13 6585.82 l 3188.99 6614.08 l f [ 29.391 22.0433 ] 0 d 0.65039 G 2615.87 7125.88 m 2882.88 7125.88 l S 2964.61 7128.7 m 3195.68 7128.7 l S 0.65039 g q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf 1 0 0 1 290.94 711.947 Tm (1) Tj ET Q 3199.45 7096.49 -7.34766 29.3906 re 3199.45 7045.05 -7.34766 29.3906 re 3209.91 7043.07 m 3195.78 7014.81 l 3181.64 7043.07 l f [ 29.391 22.0433 ] 0 d 2601.74 7128.7 m 2601.74 7062.25 l S 0 g 2453.37 6304.2 m 2453.37 6645.64 l 2460.72 6645.64 l 2460.72 6304.25 l h 2442.91 6640.93 m 2457.04 6669.19 l 2471.18 6640.93 l f [ ] 0 d 0 G 2727.21 6305.75 m 3862.07 6302.84 l S q 10 0 0 10 0 0 cm BT /R63 5.19995 Tf 1 0 0 1 407.449 585.863 Tm <073e> Tj /R63 3.78692 Tf 2.65664 -1.07383 Td [ <0bdc> -22.1001 <0b3e> -3.33952 <0b35> ] TJ ET Q q 696.341 0 0 522.256 1789.25 5244 cm /R66 Do Q 4.5217 w 0.75391 0 0 RG 1926.03 5246.83 98.3477 103.434 re S 1811.86 5249.09 87.6055 63.8711 re S 2103.5 5299.96 107.391 54.8242 re S 1793.2 5332.18 308.039 246.434 re S 2069.59 5350.27 289.391 297.301 re S 2248.2 5246.83 233.434 160.52 re S 1790.94 5717.09 51.4336 47.4805 re S 1793.77 5724.43 146.387 35.6094 re S 2065.07 5518.7 127.172 133.387 re S 2105.77 5456.52 245.867 116.434 re S 2238.59 5427.13 120.391 63.3047 re S 2255.55 5350.27 61.043 76.8672 re S 2002.33 5353.66 54.2578 83.0859 re S 1798.86 5344.61 278.082 246.996 re S 1794.9 5366.66 550.516 271.867 re S 2678.14 5403.94 m 2814.82 5407.81 l 2814.64 5415.16 l 2677.95 5411.28 l h 2810.39 5397.23 m 2838.28 5412.16 l 2809.59 5425.48 l f 0.78711 0.35693 0.57227 rg 2615.87 5248.81 82.5234 317.648 re f* 10.739 w 0.59961 0.19995 0.3999 RG 2615.87 5248.81 82.5234 317.648 re S 0 g q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf -0 -1 1 -0 263.772 546.828 Tm [ (O) 4.96737 (r) -3.01423 (der) ] TJ ET Q 1627.97 5411.29 m 1764.66 5415.16 l 1764.47 5422.51 l 1627.79 5418.63 l h 1760.23 5404.58 m 1788.12 5419.5 l 1759.43 5432.83 l f 1441.36 5412.44 107.297 7.34766 re 1543.95 5401.98 m 1572.2 5416.11 l 1543.95 5430.24 l f 0.78711 0.35693 0.57227 rg 1569.1 5252.2 83.0859 317.648 re f* 1569.1 5252.2 83.0859 317.648 re S 0 g q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf -0 -1 1 -0 159.133 546.105 Tm [ (R) 3.98141 (PN) ] TJ ET Q 1 0.80078 0.80078 rg 1180.23 5920.85 m 971.668 5920.85 l 1013.38 5998.28 l 1138.52 5998.28 l h f* 7.34776 w 1 0.59961 0.59961 RG 1180.23 5920.85 m 971.668 5920.85 l 1013.38 5998.28 l 1138.52 5998.28 l h S 977.883 6006.76 195.566 70.0859 re f* 977.883 6006.76 195.566 70.0859 re S 0 g q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf 1 0 0 1 101.129 602.39 Tm [ (FC) 5.96742 ( X) -5.02136 ( 3) ] TJ -0.00928 Tc 0.30508 -8.46875 Td (CNN) Tj ET Q 1077.08 5893.9 -7.34766 -136.684 re 1087.54 5889.2 m 1073.41 5917.45 l 1059.27 5889.2 l f 0 G 1077.93 6308.02 m 1077.93 6081.04 l S q 10 0 0 10 0 0 cm BT /R60 5.65212 Tf 1 0 0 1 74.609 515.21 Tm [ (A) 20.9969 ( ) -9.02874 (small ) 7.02235 (k) 3.9685 (id) ] TJ ET Q 746.082 5143.64 253.215 2.82422 re f* q 10 0 0 10 0 0 cm BT /R54 5.65212 Tf 1 0 0 1 101.4 515.21 Tm (with ) Tj /R60 5.65212 Tf 11.4738 0 Td [ (blond hai) -2.99554 (r) ] TJ ET Q 1128.73 5143.64 237.391 2.82422 re f* q 10 0 0 10 0 0 cm BT /R54 5.65212 Tf 1 0 0 1 138.036 515.21 Tm [ (is ki) -4.03221 (ssi) -2.99338 (ng) 9.98225 ( ) ] TJ /R60 5.65212 Tf 22.6086 0 Td [ (a c) 3.9739 (at) ] TJ ET Q 1606.35 5143.64 111.348 2.82422 re f* q 10 0 0 10 0 0 cm BT /R54 5.65212 Tf 1 0 0 1 173.249 515.21 Tm [ (while ) -7.01911 (lea) 5.96948 (ning) 7.99315 ( ) -29 (on ) ] TJ /R60 5.65212 Tf 39.2398 0 Td [ (his ha) -2.03446 (nds) ] TJ ET Q 2124.65 5143.64 215.348 2.82422 re f* q 10 0 0 10 0 0 cm BT /R54 5.65212 Tf 1 0 0 1 235.38 515.21 Tm (with ) Tj /R60 5.65212 Tf 11.4738 0 Td [ (a bott) -3.01066 (le) ] TJ ET Q 2468.3 5143.64 171.262 2.82422 re f* q 10 0 0 10 0 0 cm BT /R54 5.65212 Tf 1 0 0 1 263.98 515.21 Tm (\056) Tj /R60 5.19995 Tf -184.193 65.4949 Td (I) Tj ET Q 0.21997 0.34106 0.13696 rg q 10 0 0 10 0 0 cm BT /R54 5.19995 Tf 1 0 0 1 80.5098 702.861 Tm [ (Phra) -3.02949 (se) -3.02127 ( ) 22.0081 (Sta) -4.0131 (ck) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R63 5.65212 Tf 1 0 0 1 97.0934 614.505 Tm <072b> Tj /R63 4.12605 Tf 1.80859 -1.13047 Td [ <0bd8> -5.02062 <0be1> 5.03542 <0bd6> ] TJ /R63 5.19995 Tf 302.707 88.1402 Td <0734> Tj /R63 3.78692 Tf 3.22187 -1.13047 Td [ <0be7> -22.7384 <0b3f> -5.81514 <0b36> ] TJ /R63 5.19995 Tf 42.0281 1.34688 Td <0734> Tj /R63 3.78692 Tf 3.22187 -1.13008 Td [ <0be7> -22.6288 <0b3f> -3.33952 <0b36> ] TJ /R63 5.19995 Tf -98.0551 1.13008 Td <0734> Tj /R63 3.78692 Tf 3.22187 -1.13008 Td [ <0be7> -22.6352 <0b3f> -3.33952 <0b35> ] TJ /R63 5.19995 Tf 134.577 0.70156 Td <0734> Tj /R63 3.78692 Tf 3.22187 -1.13047 Td [ <0be7> -22.6288 <0b3f> -3.33952 <0b37> ] TJ /R63 5.19995 Tf -99.6328 -35.2266 Td <074e> Tj /R63 3.78692 Tf 1.92148 -1.13047 Td [ <0be7> -22.7384 <0b3f> -3.33952 <0b36> ] TJ /R63 5.19995 Tf 43.3141 1.34688 Td <074e> Tj /R63 3.78692 Tf 1.93594 -1.13047 Td [ <0be7> -22.7319 <0b3f> -3.33952 <0b36> ] TJ /R63 5.19995 Tf -90.6836 1.13047 Td <074e> Tj /R63 3.78692 Tf 1.92188 -1.13047 Td [ <0be7> -22.6352 <0b3f> -3.33952 <0b35> ] TJ /R63 5.19995 Tf 132.057 0.70195 Td <074e> Tj /R63 3.78692 Tf 1.92188 -1.13047 Td [ <0be7> -22.6288 <0b3f> -3.33952 <0b37> ] TJ ET Q 0.65039 g q 10 0 0 10 0 0 cm BT /R63 5.19995 Tf 1 0 0 1 313.059 664.596 Tm <074e> Tj /R63 3.78692 Tf 1.92148 -1.13047 Td <0be7> Tj /R63 5.19995 Tf -4.33789 36.7719 Td <0734> Tj /R63 3.78692 Tf 3.22187 -1.13047 Td <0be7> Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R63 2.82606 Tf 1 0 0 1 404.68 705.315 Tm [ <123a> -5.0624 <0374> -5.93493 <123b> ] TJ -8.5207 -37.3039 Td [ <123a> -5.0624 <0374> -6.07315 <123b> ] TJ 53.9637 37.1109 Td [ <123a> -5.0624 <0373> -5.94357 <123b> ] TJ -9.05273 -36.5031 Td [ <123a> -5.0624 <0373> -5.94357 <123b> ] TJ ET Q q 696.341 0 0 522.256 743.604 5240.05 cm /R66 Do Q Q 0 g q 10 0 0 10 0 0 cm BT /R10 9.9626 Tf 1 0 0 1 50.1121 494.697 Tm [ (Figure) -341.017 (2\072) ] TJ /R8 9.9626 Tf 42.0738 0 Td [ (SeqGR) 29.995 (OUND) -340.981 (neural) -341.99 (ar) 17.9982 (chitectur) 18.0092 (e) ] TJ /R10 9.9626 Tf 145.6 0 Td [ (\056) -584.018 (The) ] TJ /R16 9.9626 Tf 27.2051 0 Td [ (phr) 14.995 (ase) -340.995 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 54.2141 0 Td [ (contains) -341.014 (the) -342.014 (sequence) -340.997 (of) -342.021 (all) -340.992 (phrases\054) -364.003 (not) -342.002 (only) -341.017 (the) -340.992 (noun) ] TJ -269.093 -11.9547 Td [ (phrases\054) -342.008 (yet) -322.997 (to) -322.993 (be) -323.004 (processed) -324.013 (in) -322.993 (an) -323.004 (order) -323.005 (and) -324.019 (encodes) -322.998 (the) -322.998 (linguistic) -322.993 (dependencies\056) -530.01 (The) ] TJ /R16 9.9626 Tf 353.877 0 Td [ (box) -323 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 41.2699 0 Td [ (contains) -323.02 (the) -324.015 (sequence) -323 (of) ] TJ -395.147 -11.9551 Td [ (bounding) -257.013 (box) 14.9926 (es) -257.015 (that) -257.981 (are) -256.989 (ordered) -257.016 (with) -256.994 (respect) -257.994 (to) -257.004 (their) -257.004 (locations) -256.982 (in) -257.984 (the) -257.009 (image\056) -330.986 (The) ] TJ /R16 9.9626 Tf 325.057 0 Td [ (history) -256.984 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 53.2437 0 Td [ (contains) -256.991 (the) -257.006 (phrase\055box) -258.021 (pairs) ] TJ -378.301 -11.9563 Td [ (that) -276.017 (are) -276.005 (pre) 25.013 (viously) -275.012 (grounded\056) -387.989 (The) -275.988 (grounding) -275.993 (decisions) -275.02 (for) -275.996 (the) -275.986 (input) -276.003 (phrases) -275.983 (are) -276.005 (performed) -275.003 (sequentially) -275.988 (taking) -276.008 (into) -276.008 (account) ] TJ 11.9547 TL T* [ (of) -279.01 (the) -279.004 (current) -277.99 (states) -278.994 (of) -279.011 (these) -279.002 (LSTM) -279.018 (stacks) -278.017 (in) -279 (addition) -279.015 (to) -279 (full) -278.995 (image) -278.017 (representation\056) -397.005 (The) -279.007 (ne) 25.0154 (w) -277.988 (grounded) -278.988 (phrase\055box) -278.998 (pairs) -279.002 (are) ] TJ T* [ (added) -249.991 (to) -249.985 (the) -249.99 (top) -250.02 (of) -249.996 (the) ] TJ /R16 9.9626 Tf 91.8648 0 Td [ (history) -250.005 (stac) 20.0101 (k) ] TJ /R10 9.9626 Tf 50.4402 0 Td (\056) Tj -142.305 -23.5121 Td [ (tract) -214.981 (features) -214.985 (using) -214.995 (the) -215.016 (acti) 24.9824 (v) 24.9811 (ation) -215.003 (of) -214.983 (the) -215.016 <02727374> -214.998 (fully) -215 (connected) ] TJ T* [ (layer) -245.998 (in) -245.986 (the) -247.01 (V) 14.9803 (GG\05516) -245.986 (netw) 10.0094 (ork) -245.991 (\13339\135\054) -247.011 (which) -245.983 (produces) -245.983 (a) -246.983 (4096\055) ] TJ T* [ (dim) -220.997 (v) 14.9828 (ector) -220.983 (per) -220.985 (re) 15.0098 (gion\056) -300.004 (This) -222.019 (v) 14.9828 (ector) -220.983 (is) -221.008 (transformed) -221 (with) -221 (three) ] TJ T* [ (fully) -296.008 (connected) -296.019 (layers) -295.984 (using) -296 (the) -297.002 (ReLU) -296.014 (acti) 24.9811 (v) 24.9811 (ation) -296.009 (function\054) ] TJ 11.9559 TL T* [ (resulting) -303.013 (in) -302.996 (the) -303 (encoded) -303 (bounding) -303.006 (box) -302.994 (v) 14.9828 (ector) ] TJ /R41 9.9626 Tf 186.453 0 Td [ (b) -0.20095 ] TJ /R43 6.9738 Tf 4.27617 -1.49414 Td [ (i) -0.19955 ] TJ /R10 9.9626 Tf 6.33594 1.49414 Td [ (for) -303.011 (the) ] TJ /R41 9.9626 Tf 29.8289 0 Td [ (i) -0.49992 ] TJ /R10 6.9738 Tf 3.43203 3.61563 Td (th) Tj /R10 9.9626 Tf -230.326 -15.5707 Td [ (bounding) -235.997 (box) ] TJ /R39 9.9626 Tf 57.2879 0 Td [ (\050) -0.89936 ] TJ /R41 9.9626 Tf 3.87383 0 Td [ (B) -0.49992 ] TJ /R43 6.9738 Tf 7.55703 -1.49414 Td [ (i) -0.19955 ] TJ /R39 9.9626 Tf 3.31719 1.49414 Td [ (\051) -0.89936 ] TJ /R10 9.9626 Tf 6.22578 0 Td [ (of) -235.999 (the) -235.992 (image\056) -306.009 (The) -235.995 (visual) -236.012 (encoder) -236.002 (is) -235.988 (also) ] TJ -78.2617 -11.9551 Td [ (used) -249.986 (to) -249.985 (encode) -249.995 (the) -249.99 (full) -249.982 (image) ] TJ /R41 9.9626 Tf 119.531 0 Td [ (I) -0.59916 ] TJ /R10 9.9626 Tf 7.65117 0 Td (into) Tj /R41 9.9626 Tf 17.993 0 Td [ (I) -0.59916 ] TJ /R43 6.9738 Tf 4.37891 -1.49414 Td [ (en) -0.19955 (c) -0.50062 ] TJ /R10 9.9626 Tf 12.7629 1.49414 Td (\056) Tj /R8 10.9589 Tf -162.317 -21.5082 Td [ (3\0562\056) -250.005 (The) -250 (Gr) 17.9983 (ounding) -250.016 (Netw) 10.005 (ork) ] TJ /R10 9.9626 Tf 11.9551 -18.4609 Td [ (Ha) 19.9954 (ving) -526.988 (the) -527.983 (encoded) -527.003 (phrases) -528.02 (and) -527.004 (box) 14.9926 (es) -527.988 (in) -526.998 (the) -527.983 (same) ] TJ -11.9551 -11.9547 Td [ (embedding) -394.016 (space\054) -430.987 (a) -394.018 (nai) 24.9836 (v) 14.9828 (e) -394.998 (approach) -394.009 (for) -394.015 (grounding) -394.993 (w) 10 (ould) ] TJ 11.9551 TL T* [ (be) -335.002 (maximizi) 0.98329 (ng) -334.993 (the) -334.996 (collecti) 24.9971 (v) 14.9828 (e) -333.988 (similarity) -334.991 (o) 14.9828 (v) 14.9828 (er) -333.991 (the) -334.996 (grounded) ] TJ T* [ (phrase\055box) -413.993 (pairs\056) -800.01 (Ho) 24.9836 (we) 25.0142 (v) 14.9828 (er) 39.986 (\054) -454.98 (doing) -413.002 (so) -413.997 (ignores) -413.01 (the) -414.002 (spatial) ] TJ T* [ (structures) -506.992 (and) -507.988 (relations) -506.988 (within) -507.999 (the) -507.006 (elements) -508.008 (of) -507.011 (the) -507.986 (tw) 10.0081 (o) ] TJ T* [ (sequences\054) -457.99 (and) -416.003 (can) -416.013 (lead) -416.005 (to) -417.016 (de) 15.0183 (graded) -416.005 (performance\056) -809 (Seq\055) ] TJ 11.9559 TL T* [ (GR) 40.0093 (OUND) -378.004 (performs) -378 (grounding) -378.015 (by) -378.006 (encoding) -377.991 (the) -378.008 (input) -377.986 (se\055) ] TJ 11.9551 TL T* [ (quences) -380.987 (and) -382.009 (the) -380.988 (decision) -381.988 (history) -381.003 (with) -381.993 (stacks) -381.02 (of) -382.012 (recurrent) ] TJ T* [ (netw) 10.0087 (orks\056) -614 (This) -351.998 (implicitly) -351.017 (allo) 24.9909 (ws) -352.011 (the) -350.993 (netw) 10.0081 (ork) -352.012 (to) -350.988 (tak) 10.0057 (e) -351.985 (into) ] TJ T* [ (account) -388.004 (all) -388.984 (grounded) -387.992 (as) -388.993 (well) -388.001 (as) -388.993 (ungrounded) -387.982 (proposal) -389.009 (re\055) ] TJ T* [ (gions) -304 (and) -303.003 (phrases) -304.018 (as) -303.987 (conte) 14.9865 (xt) -304.015 (for) -303.009 (the) -303.981 (current) -303.986 (grounding) -303.988 (de\055) ] TJ 11.9563 TL T* [ (cision\056) -399.983 (W) 79.9873 (e) -281.016 (sho) 24.9922 (w) -279.99 (in) -280.019 (the) -279.985 (e) 15.0122 (xperimental) -280 (section) -280.01 (that) -280.997 (this) -280.007 (leads) ] TJ 11.9547 TL T* [ (to) -249.985 (a) -250.002 <7369676e690263616e74> -249.989 (boost) -250.009 (in) -249.985 (performance\056) ] TJ /R8 9.9626 Tf 15.4711 TL T* [ (Recurr) 17.997 (ent) -217.996 (Stacks\056) ] TJ /R10 9.9626 Tf 81.0117 0 Td [ (Considering) -217.991 (the) -217.015 (input) -218.013 (phrases) -217.993 (as) -216.981 (a) -218.008 (tem\055) ] TJ -81.0117 -11.9551 Td [ (poral) -322.015 (sequence\054) -338.996 (we) -321.987 (let) -322.015 (the) -322.017 <02727374> -320.981 (stack) -322.015 (contain) -322.005 (the) -322.017 (sequence) ] TJ 11.9559 TL T* [ (of) -216.001 (phrases) -217.012 (yet) -215.996 (to) -217.01 (be) -216.002 (processed) ] TJ /R41 9.9626 Tf 119.728 0 Td (P) Tj /R43 6.9738 Tf 6.39609 -1.49414 Td [ (t) -0.59864 ] TJ /R41 9.9626 Tf 3.5082 1.49414 Td [ (\073) -167.788 (P) ] TJ /R43 6.9738 Tf 10.8238 -1.49414 Td [ (t) -0.59864 ] TJ /R45 6.9738 Tf 3.00898 0 Td [ (\0531) -0.49887 ] TJ /R41 9.9626 Tf 10.5859 1.49414 Td [ (\073) -167.788 (\072) -166.808 (\072) -167.788 (\072) -167.788 (\073) -166.808 (P) ] TJ /R43 6.9738 Tf 28.5352 -1.49414 Td [ (N) -0.89971 ] TJ /R10 9.9626 Tf 7.55586 1.49414 Td [ (\054) -223.019 (at) -216.981 (the) -215.996 (time) ] TJ -190.142 -11.9551 Td (step) Tj /R41 9.9626 Tf 18.1539 0 Td [ (t) -0.10047 ] TJ /R10 9.9626 Tf 3.59687 0 Td [ (\056) -297.007 (The) -211.019 (direction) -211 (of) -212.003 (the) -211.016 (stack) -211.014 (goes) -211.011 (from) ] TJ /R41 9.9626 Tf 149.663 0 Td (P) Tj /R43 6.9738 Tf 6.3957 -1.49414 Td [ (N) -0.89971 ] TJ /R10 9.9626 Tf 9.66094 1.49414 Td (to) Tj /R41 9.9626 Tf 9.85508 0 Td (P) Tj /R43 6.9738 Tf 6.39609 -1.49414 Td [ (t) -0.59864 ] TJ /R10 9.9626 Tf 3.50703 1.49414 Td [ (\054) -218.981 (which) ] TJ -207.229 -11.9551 Td [ (allo) 24.9915 (ws) -368.988 (the) -368.989 (information) -368.994 (to) -368.985 <036f> 24.9958 (w) -368.995 (from) -368.986 (the) -370.009 (future) -368.99 (phrases) -368.987 (to) ] TJ 11.9551 TL T* [ (the) -318.998 (current) -319.984 (phrase\056) -517.986 (W) 79.9879 (e) -319.01 (refer) -320.004 (to) -318.993 (this) -320 (LSTM) -319.01 (netw) 10.0081 (ork) -318.998 (as) -319.983 (the) ] TJ /R16 9.9626 Tf 258.75 330.409 Td [ (phr) 14.995 (ase) -320.998 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 53.8008 0 Td [ (and) -321 (denote) -320.01 (its) -320.986 (hidden) -320.981 (state) -320.015 (as) ] TJ /R41 9.9626 Tf 123.206 0 Td [ (h) -0.19605 ] TJ /R43 6.9738 Tf 5.73984 3.61523 Td [ (P) -0.29407 ] TJ 6.07813 TL T* [ (t) -0.60214 ] TJ /R10 9.9626 Tf 6.64297 2.46289 Td [ (\056) -521.986 (The) -321 (input) ] TJ -189.39 -11.9547 Td [ (to) -308.015 (the) -307 (LSTM) -307.993 (unit) -306.983 (is) -308.015 (the) -308.02 (phrase) -307.003 (features) -307.988 (in) -306.998 (the) -308.017 (latent) -308.007 (space) ] TJ 11.9551 TL T* [ (obtained) -250.012 (by) -249.988 (the) -249.99 (phrase) -249.993 (encoder) -249.997 (\050see) -250.002 (Sec\056) -249.988 (3\0561\051\056) ] TJ 11.9547 -13.3461 Td [ (The) -479.013 (second) -479.006 (stack) -479.008 (is) -477.986 (a) -478.984 (bi\055directional) -478.984 (LSTM) -478.984 (recurrent) ] TJ -11.9547 -11.9551 Td [ (netw) 10.0081 (ork) -543 (that) -542.013 (contains) -542.98 (the) -542.017 (sequence) -543.003 (of) -541.988 (bounding) -543.003 (box) 14.9926 (es) ] TJ /R41 9.9626 Tf T* [ (B) -0.49992 ] TJ /R45 6.9738 Tf 7.55703 -1.49414 Td [ (1) -0.50062 ] TJ /R41 9.9626 Tf 4.46875 1.49414 Td [ (\073) -167.788 (\072) -166.808 (\072) -167.788 (\072) -167.788 (\073) -166.808 (B) -0.49992 ] TJ /R43 6.9738 Tf 29.6961 -1.49414 Td [ (M) -0.40259 ] TJ /R10 9.9626 Tf 12.1168 1.49414 Td [ (obtained) -329.019 (by) -328.014 (the) -328.994 (RPN\056) -329.009 (The) -328.019 (box) 14.9926 (es) -329.004 (are) -329.014 (ordered) ] TJ -53.8387 -11.9551 Td [ (from) -283.002 (left) -283.984 (to) -283 (right) -284.009 (considering) -283.017 (their) -283.002 (center) -283.997 (on) -283.002 (the) -283.982 (horizontal) ] TJ T* [ (axis) -352.985 (for) -353.983 (the) -352.993 (forw) 10 (ard) -353.002 (netw) 10.0081 (ork) ] TJ /R10 6.9738 Tf 117.901 3.61484 Td (1) Tj /R10 9.9626 Tf 3.98516 -3.61484 Td [ (\056) -620.009 (W) 79.9866 (e) -353.005 (refer) -354 (to) -352.99 (this) -353.015 (bi\055LSTM) ] TJ -121.886 -11.9551 Td [ (netw) 10.0081 (ork) -263.008 (as) -263.993 (the) ] TJ /R16 9.9626 Tf 60.8937 0 Td [ (box) -263.01 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 40.0781 0 Td [ (and) -263.01 (denote) -263.98 (its) -262.995 (hidden) -264.01 (state) -263.005 (for) -263.995 (the) ] TJ /R41 9.9626 Tf -100.972 -11.9559 Td [ (i) -0.49992 ] TJ /R43 6.9738 Tf 3.43203 3.61602 Td [ (t) -0.59864 (h) -0.80169 ] TJ /R10 9.9626 Tf 11.041 -3.61602 Td [ (box) -288.016 (as) ] TJ /R41 9.9626 Tf 28.9809 0 Td [ (h) -0.20095 ] TJ /R43 6.9738 Tf 5.73984 3.61602 Td [ (B) -0.19955 ] TJ 6.20898 TL T* [ (i) -0.19955 ] TJ /R10 9.9626 Tf 6.85703 2.59297 Td [ (\056) -424.005 (The) -287.986 (input) -288 (to) -288.021 (the) -287.981 (LSTM) -287.996 (unit) -288.006 (is) -288.016 (the) -287.981 (concate\055) ] TJ -56.0508 -11.9551 Td [ (nation) -339.997 (of) -339.98 (the) -340.014 (box) -340.007 (features) -339.002 (in) -340.012 (the) -340.012 (latent) -340.002 (space) -339.982 (and) -340.017 (the) -340.012 (nor) 20.0016 (\055) ] TJ 11.9551 TL T* [ (malized) -248.998 (location) -250.01 (features) ] TJ /R39 9.9626 Tf 102.625 0 Td [ (\133) -0.80379 ] TJ /R41 9.9626 Tf 2.7668 0 Td [ (b) -0.19605 ] TJ /R43 6.9738 Tf 4.27617 -1.49375 Td [ (i) -0.19605 ] TJ /R41 9.9626 Tf 3.3168 1.49375 Td [ (\073) -167.791 (x) -0.49992 ] TJ /R43 6.9738 Tf 10.1223 -1.49375 Td [ (b) -0.39909 ] TJ /R67 4.9813 Tf 3.50273 -0.99727 Td [ (i) -0.59794 ] TJ /R39 9.9626 Tf 3.65391 2.49102 Td [ (\135) -0.80379 ] TJ /R10 9.9626 Tf 2.76797 0 Td [ (\056) -309.983 (Note) -249.007 (that) -249.003 (the) -249.988 (state) -249.007 (of) -249.997 (the) ] TJ -133.032 -11.9547 Td [ (box) -227.986 (stack) -227.991 (does) -227.009 (not) -227.984 (change) -228.001 (with) -228.016 (respect) -228.001 (to) ] TJ /R41 9.9626 Tf 166.46 0 Td [ (t) -0.10292 ] TJ /R10 9.9626 Tf 3.59805 0 Td [ (\056) -303.003 (W) 79.9866 (e) -226.987 (k) 10.0032 (eep) -228.006 (all) -227.991 (the) ] TJ -170.058 -11.9551 Td [ (box) 14.9926 (es) -210.982 (in) -211.011 (the) -209.997 (stack\054) -219.01 (since) -211.014 (a) -210.989 (box) -211.009 (that) -209.989 (is) -211.009 (already) -210.984 (used) -211.014 (to) -211.014 (ground) ] TJ 11.9563 TL T* [ (a) -206.01 (phrase) 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9.9626 Tf 16.8211 0 Td [ (c) -0.80011 ] TJ /R45 6.9738 Tf 4.31211 5.175 Td [ (\050) -0.39909 (2) -0.50062 (\051) -0.40085 ] TJ /R43 6.9738 Tf T* [ (t) -0.59864 ] TJ /R10 9.9626 Tf 13.1309 2.45195 Td [ (are) -244.011 (the) -245.011 (memory) -244.011 (cells) -245.006 (for) -244 (the) -245.011 (tw) 10.0081 (o) -243.994 (layers\054) ] TJ -78.4813 -11.9551 Td [ (respecti) 24.9854 (v) 14.9828 (ely\073) ] TJ /R41 9.9626 Tf 53.0012 0 Td [ (x) -0.49992 ] TJ /R43 6.9738 Tf 5.69297 -1.49414 Td [ (t) -0.59864 ] TJ /R10 9.9626 Tf 5.99922 1.49414 Td [ (is) -249.984 (the) -249.99 (input) -250.007 (for) -249.999 (time) -250.015 (step) ] TJ /R41 9.9626 Tf 99.625 0 Td [ (t) -0.09802 ] TJ /R10 9.9626 Tf 3.59766 0 Td (\056) Tj /R8 9.9626 Tf -167.916 -14.9441 Td [ (Image) -384.981 (Context\056) ] TJ /R10 9.9626 Tf 77.6031 0 Td [ (In) -384.993 (addition) -384.997 (to) -384.982 (the) -384.987 (recurrent) -385 (stacks\054) -419.011 (we) ] TJ -77.6031 -11.9547 Td [ (also) -282.997 (pro) 14.9846 (vide) -282.999 (the) -283.004 (encoded) -283.004 (full) -282.996 (image) ] TJ /R41 9.9626 Tf 146.812 0 Td [ (I) -0.59916 ] TJ /R10 9.9626 Tf 7.98203 0 Td [ (to) -283 (the) -283.004 (netw) 10.0081 (ork) -283.004 (as) -283.009 (an) ] TJ -154.794 -11.9551 Td [ (additional) -249.997 (global) -250.012 (conte) 14.9865 (xt\056) ] TJ /R8 9.9626 Tf 14.9441 TL T* [ (Gr) 18.005 (ounding) -309.991 (Decision) -311.012 (Pr) 17.997 (ediction\056) ] TJ /R10 9.9626 Tf 143.612 0 Td [ (At) -310.017 (e) 25.0105 (v) 14.9828 (ery) -311.009 (time) -310.005 (step\054) -326.007 (the) ] TJ -143.612 -11.9551 Td [ (state) -253.005 (of) -253.015 (the) -251.989 (three) -253.017 (stacks) -253 (is) ] TJ /R39 9.9626 Tf 104.755 0 Td [ <09> -0.80011 ] TJ /R43 6.9738 Tf 7.74922 -1.49492 Td [ (t) -0.59864 ] TJ /R39 9.9626 Tf 6.32695 1.49492 Td [ (\075) -283.803 (\050) -0.89936 ] TJ /R41 9.9626 Tf 14.4418 0 Td (P) Tj /R43 6.9738 Tf 6.39609 -1.88203 Td [ (t) -0.59864 ] TJ /R75 4.9813 Tf 3.01016 1.99219 Td [ (\053) -0.79889 ] TJ /R41 9.9626 Tf 6.11602 -0.11016 Td [ (\073) -167.788 (B) -0.49992 ] TJ /R43 6.9738 Tf 11.984 -1.49492 Td [ (t) -0.59864 ] TJ /R41 9.9626 Tf 3.50781 1.49492 Td [ (\073) -167.788 (R) -0.29897 ] TJ /R45 6.9738 Tf 11.993 -1.88164 Td [ (1) -0.50062 ] TJ /R75 4.9813 Tf 3.97109 1.9918 Td [ (\053) -0.79889 ] TJ /R39 9.9626 Tf 6.11602 -0.10977 Td [ (\051) -0.90181 ] TJ /R10 9.9626 Tf 6.39297 0 Td [ (\054) -253.994 (where) -252.002 (we) ] TJ -192.76 -11.9563 Td [ (use) -318.019 (the) -318.017 (shorthand) ] TJ /R41 9.9626 Tf 74.2512 0 Td [ (X) -0.49992 ] TJ /R43 6.9738 Tf 8.25391 -1.88203 Td [ (t) -0.59864 ] TJ /R75 4.9813 Tf 3.01016 1.99297 Td [ (\053) -0.79889 ] TJ /R10 9.9626 Tf 9.28398 -0.11094 Td [ (for) -317.987 (the) -318.018 (sequence) ] TJ /R41 9.9626 Tf 69.8078 0 Td [ (X) -0.49992 ] TJ /R43 6.9738 Tf 8.2543 -1.49375 Td [ (t) -0.59864 ] TJ /R41 9.9626 Tf 3.50664 1.49375 Td [ (\073) -167.788 (X) -0.49992 ] TJ /R43 6.9738 Tf 12.682 -1.49375 Td [ (t) -0.59864 ] TJ /R45 6.9738 Tf 3.01016 0 Td [ (\0531) -0.50062 ] TJ /R41 9.9626 Tf 10.5852 1.49375 Td [ (\073) -167.788 (\072) -166.808 (\072) -167.788 (\072) -0.79889 ] TJ /R10 9.9626 Tf 19.2188 0 Td (and) Tj -221.864 -11.9547 Td [ (similarly) -346.996 (for) ] TJ /R41 9.9626 Tf 53.952 0 Td [ (X) -0.49992 ] TJ /R43 6.9738 Tf 8.2543 -1.88203 Td [ (t) -0.59864 ] TJ /R79 4.9813 Tf 3.00977 1.99297 Td [ <00> -0.29897 ] TJ /R10 9.9626 Tf 6.39219 -0.11094 Td [ (\056) -600.015 (The) -346.996 (LSTM) -347.007 (hidden) -347.018 (stat) 0.99738 (es) -346.998 (can) -347.003 (approxi\055) ] TJ -71.6082 -11.9551 Td [ (mately) -351.997 (represent) ] TJ /R39 9.9626 Tf 70.643 0 Td [ <09> -0.80011 ] TJ /R43 6.9738 Tf 7.74922 -1.49414 Td [ (t) -0.59864 ] TJ /R10 9.9626 Tf 3.50703 1.49414 Td [ (\056) -616.012 (Thus\054) -377.013 (the) -352.012 (conditional) -352.015 (probability) -352.012 (of) ] TJ -81.8992 -11.9551 Td [ (grounding) -372.997 (decision) ] TJ /R41 9.9626 Tf 81.6031 0 Td [ (d) -0.49992 ] TJ /R43 6.9738 Tf 5.18594 -1.49492 Td [ (t) -0.59864 (i) -0.19955 ] TJ /R10 9.9626 Tf 6.32617 1.49492 Td [ (\054) -404.009 (which) -374 (represents) -372.987 (the) -374.009 (decision) -373.009 (for) ] TJ -93.1152 -11.9551 Td [ (bounding) -249.994 (box) ] TJ /R41 9.9626 Tf 57.5641 0 Td [ (B) -0.49992 ] TJ /R43 6.9738 Tf 7.55703 -1.49492 Td [ (i) -0.19955 ] TJ /R10 9.9626 Tf 5.80703 1.49492 Td [ (with) -250.015 (the) -249.99 (phrase) ] TJ /R41 9.9626 Tf 63.3621 0 Td (P) Tj /R43 6.9738 Tf 6.39609 -1.49492 Td [ (t) -0.59864 ] TJ /R10 9.9626 Tf 5.99766 1.49492 Td (is) Tj /R41 9.9626 Tf -114.218 -21.377 Td [ (P) -139.007 (r) -0.19972 ] TJ /R39 9.9626 Tf 12.5512 0 Td [ (\050) -0.89997 ] TJ /R41 9.9626 Tf 3.875 0 Td [ (d) -0.49992 ] TJ /R43 6.9738 Tf 5.18477 -1.49414 Td [ (t) -0.59864 (i) -0.19955 ] TJ /R37 9.9626 Tf 6.32734 1.49414 Td [ (j) -0.80011 ] TJ /R39 9.9626 Tf 2.7668 0 Td [ <09> -0.80011 ] TJ /R43 6.9738 Tf 7.74922 -1.49414 Td [ (t) -0.59864 ] TJ /R39 9.9626 Tf 3.50664 1.49414 Td [ (\051) -278.908 (\075) -0.80011 ] TJ /R41 9.9626 Tf 17.1582 0 Td [ (P) -139.007 (r) -0.20095 ] TJ /R39 9.9626 Tf 12.552 0 Td [ (\050) -0.89936 ] TJ /R41 9.9626 Tf 3.87422 0 Td [ (d) -0.49992 ] TJ /R43 6.9738 Tf 5.18477 -1.49414 Td [ (t) -0.59864 (i) -0.19955 ] TJ /R37 9.9626 Tf 6.32695 1.49414 Td [ (j) -0.80011 ] TJ /R41 9.9626 Tf 2.76719 0 Td [ (h) -0.20095 ] TJ /R43 6.9738 Tf 5.73984 4.11289 Td [ (P) -0.30107 ] TJ 6.57578 TL T* [ (t) -0.59864 ] TJ /R41 9.9626 Tf 6.64297 2.46289 Td [ (\073) -167.788 (h) -0.20095 ] TJ /R43 6.9738 Tf 10.168 4.11289 Td [ (B) -0.2013 ] TJ T* [ (i) -0.19955 ] TJ /R41 9.9626 Tf 6.85703 2.46289 Td [ (\073) -167.788 (h) -0.20095 ] TJ /R43 6.9738 Tf 10.168 4.11328 Td [ (R) -0.60214 ] TJ T* [ (t) -0.59864 ] TJ /R77 6.9738 Tf 3.01016 0 Td [ <00> -0.89971 ] TJ /R45 6.9738 Tf 6.22578 0 Td [ (1) -0.50062 ] TJ /R41 9.9626 Tf 4.47031 2.46289 Td [ (\073) -167.788 (I) -0.60039 ] TJ /R43 6.9738 Tf 8.80703 -1.49375 Td [ (en) -0.19605 (c) -0.50062 ] TJ /R39 9.9626 Tf 12.7629 1.49375 Td [ (\051) -0.90181 ] TJ /R41 9.9626 Tf 3.875 0 Td [ (\072) -0.79889 ] TJ /R10 9.9626 Tf 23.6168 0 Td (\0502\051) Tj -224.634 -21.377 Td [ (In) -245.016 (other) -245.008 (w) 10.0014 (ords\054) -245.982 (at) -245.996 (time) -244.996 (step) ] TJ /R41 9.9626 Tf 111.131 0 Td [ (t) -0.10047 ] TJ /R10 9.9626 Tf 3.59805 0 Td [ (\054) -245.996 (a) -244.984 (grounding) -245.018 (decision) -246.01 (is) -245.006 (made) ] TJ -114.729 -11.9551 Td [ (simultaneously) -262.004 (for) -261.997 (each) -262.984 (box) -261.981 (for) -261.997 (the) -261.988 (phrase) -263.01 (at) -261.993 (the) -261.988 (top) -262.018 (of) -263.012 (the) ] TJ /R16 9.9626 Tf 11.9547 TL T* [ (phr) 14.9938 (ase) -376.989 (stac) 20.0108 (k) ] TJ /R10 9.9626 Tf 51.002 0 Td [ (\056) -692 (Although) -378.013 (it) -376.981 (may) -376.984 (seem) -378.006 (that) -376.981 (these) -376.986 (decisions) ] TJ -51.002 -11.9551 Td [ (are) -274.985 (made) -273.985 (in) -275 (parallel) -273.984 (independently) 65.0137 (\054) -281.009 (the) -275.006 (hidden) -274.011 (states) -274.996 (of) -275.01 (the) ] TJ /R16 9.9626 Tf T* [ (box) -243.013 (stac) 20.0108 (k) ] TJ /R10 9.9626 Tf 39.675 0 Td [ (encode) -243.016 (the) -243.011 (relation) -244.018 (and) -243.012 (dependencies) -243.001 (between) -243.011 (all) ] TJ -39.675 -11.9559 Td [ (the) -253.009 (box) 14.9932 (es\056) -319.982 (The) -253.012 (abo) 14.984 (v) 14.9828 (e) -252.982 (computation) -253.006 (is) -253.003 (implemented) -253.007 (as) -253.994 (a) -252.982 (sig\055) ] TJ T* [ (moid) -290 (operation) -288.989 (after) -290 (three) -289.991 (fully) -290.009 (connected) -289 (layers) -289.983 (on) -289.981 (top) -290.013 (of) ] TJ T* [ (the) -279.004 (concatenated) -277.984 (state) ] TJ /R41 9.9626 Tf 90.7711 0 Td [ ( ) -0.39944 ] TJ /R43 6.9738 Tf 6.49023 -1.49375 Td [ (t) -0.59864 ] TJ /R39 9.9626 Tf 6.80586 1.49375 Td [ (\075) -331.795 (\133) -0.80011 ] TJ /R41 9.9626 Tf 13.8141 0 Td [ (h) -0.20095 ] TJ /R43 6.9738 Tf 5.73984 3.61523 Td [ (P) -0.30107 ] TJ 6.07813 TL T* [ (t) -0.59864 ] TJ /R41 9.9626 Tf 6.64297 2.46289 Td [ (\073) -0.80011 ] TJ /R37 9.9626 Tf 4.42695 0 Td (f) Tj /R41 9.9626 Tf 4.98203 0 Td [ (h) -0.20095 ] TJ /R43 6.9738 Tf 5.74023 3.61523 Td [ (B) -0.2013 ] TJ 6.2082 TL T* [ (i) -0.19955 ] TJ /R37 9.9626 Tf 6.85703 2.59297 Td (g) Tj /R41 9.9626 Tf 4.98086 0 Td [ (\073) -167.788 (h) -0.20095 ] TJ /R43 6.9738 Tf 10.168 3.61523 Td [ (R) -0.60214 ] TJ 6.08828 TL T* [ (t) -0.59864 ] TJ /R77 6.9738 Tf 3.01016 0 Td [ <00> -0.89971 ] TJ /R45 6.9738 Tf 6.22578 0 Td [ (1) -0.50062 ] TJ /R41 9.9626 Tf 4.46992 2.47305 Td [ (\073) -167.788 (I) -0.60039 ] TJ /R43 6.9738 Tf 8.80703 -1.49414 Td [ (en) -0.19605 (c) -0.50062 ] TJ /R39 9.9626 Tf 12.7633 1.49414 Td [ (\135) -0.79889 ] TJ /R10 9.9626 Tf 2.76797 0 Td [ (\056) -396.01 (ReLU) ] TJ -205.463 -11.9551 Td [ (acti) 24.9817 (v) 24.9811 (ation) -244.017 (is) -243.005 (used) -243.986 (between) -243.991 (the) -243.011 (layers\056) -308.018 (Further) 40.0129 (\054) -245.015 (each) -244.006 (positi) 25.013 (v) 14.9828 (e) ] TJ 11.9547 TL T* [ (grounding) -249.997 (decision) -250.01 (will) -250.012 (augment) -250.011 (the) ] TJ /R16 9.9626 Tf 148.601 0 Td [ (history) -250.005 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 50.4398 0 Td (\056) Tj -187.086 -11.9563 Td [ (In) -354.018 (order) -353.981 (to) -354.007 (ground) -353.997 (the) -354.012 (entire) -354.012 (phrase) -354.014 (sequence) -354.014 (with) -353.997 (the) ] TJ -11.9551 -11.9551 Td [ (box) 14.9932 (es\054) -249.993 (we) -249.999 (apply) -250.018 (the) -249.99 (chain) -249.989 (rule) -249.993 (as) -249.996 (follo) 24.9971 (ws\072) ] TJ /R41 9.9626 Tf 9.6293 -27.8008 Td [ (P) -139.007 (r) -0.19972 ] TJ /R39 9.9626 Tf 12.552 0 Td [ (\050) -0.89997 ] TJ /R41 9.9626 Tf 3.87383 0 Td [ (D) -0.89997 ] TJ /R45 6.9738 Tf 8.24805 -1.49414 Td [ (1) -0.49974 ] TJ /R41 9.9626 Tf 4.46992 1.49414 Td [ (\073) -167.789 (\072) -166.809 (\072) -167.789 (\072) -167.788 (\073) -166.808 (D) -0.89936 ] TJ /R43 6.9738 Tf 30.3871 -1.49414 Td [ (N) -0.90146 ] TJ /R37 9.9626 Tf 7.55586 1.49414 Td [ (j) -0.80011 (P) -0.59916 ] TJ /R41 9.9626 Tf 10.516 0 Td [ (\073) -0.80011 ] TJ /R37 9.9626 Tf 4.42812 0 Td [ (B) -0.80011 ] TJ /R39 9.9626 Tf 6.84687 0 Td [ (\051) -278.908 (\075) -0.80011 ] TJ /R43 6.9738 Tf 20.177 12.4539 Td [ (N) -0.90146 ] TJ /R81 9.9626 Tf -2.83594 -2.98906 Td [ (Y) -0.80011 ] TJ /R43 6.9738 Tf -0.18281 -21.0988 Td [ (t) -0.59864 ] TJ /R45 6.9738 Tf 3.00898 0 Td [ (\0751) -0.49887 ] TJ /R41 9.9626 Tf 11.748 11.634 Td [ (P) -139.007 (r) -0.20095 ] TJ /R39 9.9626 Tf 12.5508 0 Td [ (\050) -0.89936 ] TJ /R41 9.9626 Tf 3.87422 0 Td [ (D) -0.90181 ] TJ /R43 6.9738 Tf 8.24883 -1.49414 Td [ (t) -0.59864 ] TJ /R37 9.9626 Tf 3.50703 1.49414 Td [ (j) -0.79889 ] TJ /R41 9.9626 Tf 2.76797 0 Td [ (D) -0.90181 ] TJ /R45 6.9738 Tf 8.24805 -1.88203 Td [ (\050) -0.40259 ] TJ /R43 6.9738 Tf 3.11289 0 Td [ (t) -0.59864 ] TJ /R77 6.9738 Tf 3.01016 0 Td [ <00> -0.89971 ] TJ /R45 6.9738 Tf 6.22695 0 Td [ (1) -0.50062 (\051) -0.40259 ] TJ /R79 4.9813 Tf 7.08398 1.99297 Td [ <00> -0.29897 ] TJ /R41 9.9626 Tf 6.39297 -0.11094 Td [ (\073) -0.79889 ] TJ /R39 9.9626 Tf 4.42812 0 Td [ <09> -0.79889 ] TJ /R43 6.9738 Tf 7.74805 -1.49414 Td [ (t) -0.59864 ] TJ /R39 9.9626 Tf 3.50781 1.49414 Td [ (\051) -0.90181 ] TJ /R10 9.9626 Tf 13.5039 0 Td (\0503\051) Tj /R41 9.9626 Tf -190.91 -39.2699 Td [ (P) -139.007 (r) -0.19972 ] TJ /R39 9.9626 Tf 12.5508 0 Td [ (\050) -0.89997 ] TJ /R41 9.9626 Tf 3.875 0 Td [ (D) -0.89936 ] TJ /R43 6.9738 Tf 8.24805 -1.49531 Td [ (t) -0.59864 ] TJ /R37 9.9626 Tf 3.5082 1.49531 Td [ (j) -0.80011 (P) -0.59916 ] TJ /R41 9.9626 Tf 10.516 0 Td [ (\073) -0.80011 ] TJ /R37 9.9626 Tf 4.42773 0 Td [ (B) -0.80011 ] TJ /R39 9.9626 Tf 6.84609 0 Td [ (\051) -278.908 (\075) -0.80011 ] TJ /R43 6.9738 Tf 19.4379 12.4527 Td [ (M) -0.39909 ] TJ /R81 9.9626 Tf -2.1918 -2.98906 Td [ (Y) -0.80011 ] TJ /R43 6.9738 Tf -0.08789 -21.2188 Td [ (i) -0.19955 ] TJ /R45 6.9738 Tf 2.81875 0 Td [ (\0751) -0.49887 ] TJ /R41 9.9626 Tf 11.7473 11.7551 Td [ (P) -139.007 (r) -0.20095 ] TJ /R39 9.9626 Tf 12.552 0 Td [ (\050) -0.89936 ] TJ /R41 9.9626 Tf 3.87383 0 Td [ (d) -0.49992 ] TJ /R43 6.9738 Tf 5.18516 -1.49531 Td [ (t) -0.59864 (i) -0.19955 ] TJ /R37 9.9626 Tf 6.32695 1.49531 Td [ (j) -0.80011 ] TJ /R41 9.9626 Tf 2.7668 0 Td [ (D) -0.89936 ] TJ /R45 6.9738 Tf 8.24805 -1.88203 Td [ (\050) -0.40259 ] TJ /R43 6.9738 Tf 3.11406 0 Td [ (t) -0.59864 ] TJ /R77 6.9738 Tf 3.00898 0 Td [ <00> -0.89971 ] TJ /R45 6.9738 Tf 6.22695 0 Td [ (1) -0.50062 (\051) -0.40259 ] TJ /R79 4.9813 Tf 7.08516 1.9918 Td [ <00> -0.29897 ] TJ /R41 9.9626 Tf 6.3918 -0.10977 Td [ (\073) -0.79889 ] TJ /R39 9.9626 Tf 4.42812 0 Td [ <09> -0.79889 ] TJ /R43 6.9738 Tf 7.74922 -1.49531 Td [ (t) -0.59864 ] TJ /R39 9.9626 Tf 3.50781 1.49531 Td [ (\051) -0.90181 ] TJ /R41 9.9626 Tf 3.87383 0 Td [ (\073) -0.79889 ] TJ /R10 9.9626 Tf 24.875 0 Td (\0504\051) Tj -224.634 -26.2082 Td (where) Tj /R41 9.9626 Tf 26.875 0 Td [ (D) -0.89997 ] TJ /R43 6.9738 Tf 8.24805 -1.49492 Td [ (t) -0.60039 ] TJ /R10 9.9626 Tf 6.04297 1.49492 Td [ (represents) -255.006 (the) -253.989 (set) -255.008 (of) -253.996 (all) -255.006 (grounding) -253.997 (decisions) -254.984 (o) 14.9828 (v) 14.9828 (er) ] TJ -41.166 -11.9551 Td [ (all) -289 (the) -289.983 (box) 14.9932 (es) -289.009 (for) -289.992 (the) -289.003 (phrase) ] TJ /R41 9.9626 Tf 112.324 0 Td (P) Tj /R43 6.9738 Tf 6.39609 -1.49492 Td [ (t) -0.59864 ] TJ /R10 9.9626 Tf 3.50781 1.49492 Td [ (\056) -428.005 (The) -289.986 (probability) -289.003 (can) -289.993 (be) -289.011 (op\055) ] TJ -122.228 -11.9559 Td [ (timized) -266.004 (greedily) -264.997 (by) -265.985 (al) 10 (w) 10 (ays) -265.987 (choosing) -266 (the) -265.007 (most) -266.005 (probable) -266.019 (de\055) ] TJ T* [ (cisions\056) -307.992 (The) -243.994 (model) -244.993 (is) -243.985 (trained) -245.006 (in) -243.986 (a) -244.003 (supervised) -244.991 (manner) 54.981 (\056) -307.985 (From) ] TJ T* [ (a) -325.009 (ground) -324.002 (truth) -324.984 (grounding) -325.005 (of) -323.984 (a) -325.009 (box) -324.99 (and) -324.019 (a) -325.009 (phrase) -325 (sequence\054) ] TJ T* [ (we) -319.987 (can) -321.009 (eas) 1.01699 (ily) -320.986 (deri) 24.9811 (v) 14.9828 (e) -319.991 (the) -320.018 (correct) -319.993 (decisions\054) -337.988 (which) -320.01 (are) -321.018 (used) ] TJ 258.75 629.037 Td [ (in) -223.99 (training\056) -301.016 (The) -223.997 (training) -222.992 (objecti) 25 (v) 14.9828 (e) -224.007 (is) -223.987 (to) -223.012 (minimize) -223.997 (the) -223.992 (o) 14.9828 (v) 14.9828 (erall) ] TJ T* [ (binary) -199.011 (cross\055entrop) 10.0204 (y) -198.982 (loss) -199.001 (caused) -198.982 (by) -199.996 (the) -199.016 (grounding) -198.986 (decisions) ] TJ T* [ (at) -249.995 (e) 25.0105 (v) 14.9828 (ery) -250 (time) -250.015 (step) -249.983 (for) -250 (each) ] TJ /R37 9.9626 Tf 107.496 0 Td [ (h) -0.90181 ] TJ /R41 9.9626 Tf 3.87422 0 Td (P) Tj /R43 6.9738 Tf 6.3957 -1.49492 Td [ (t) -0.60214 ] TJ /R41 9.9626 Tf 3.5082 1.49492 Td [ (\073) -167.791 (B) -0.49992 ] TJ /R43 6.9738 Tf 11.9848 -1.49492 Td [ (i) -0.19605 ] TJ /R37 9.9626 Tf 3.31602 1.49492 Td [ (i) -0.90181 ] TJ /R10 9.9626 Tf 6.36523 0 Td (with) Tj /R41 9.9626 Tf 20.2039 0 Td [ (i) -0.49992 ] TJ /R39 9.9626 Tf 6.2 0 Td [ (\075) -278.787 (1) ] TJ /R41 9.9626 Tf 15.4969 0 Td [ (\073) -167.791 (\072) -166.81 (\072) -167.791 (\072) -167.791 (\073) -166.81 (M) -0.09802 ] TJ /R10 9.9626 Tf 32.891 0 Td (\056) Tj /R8 9.9626 Tf -217.732 -14.9441 Td [ (Pr) 17.997 (e\055training) 15.0147 (\056) ] TJ /R10 9.9626 Tf 61.4852 0 Td [ (As) -279.002 (noted) -280.015 (in) -279.002 (\1337\135\054) -287.011 (learning) -278.993 (a) -279.997 (coordinated) -278.988 (rep\055) ] TJ -61.4852 -11.9551 Td [ (resentation) -286.984 (\050or) -287.013 (similarity) -288.018 (measure\051) -287.006 (between) -287.006 (visual) -286.986 (and) -287.986 (te) 14.9828 (xt) ] TJ T* [ (data\054) -291.005 (while) -282.994 (also) -282.017 (optimizing) -282.992 (a) -283.017 (decision) -282.007 (netw) 10.0081 (ork\054) -291 (is) -282.997 (dif) 24.986 <0263756c742e> ] TJ 11.9559 TL T* [ (Thus\054) -387.992 (we) -361.001 (adopt) -360.981 (a) -359.984 (pairwise) -360.984 (pre\055training) -359.994 (step) -360.984 (to) -360.989 (coordinate) ] TJ 11.9551 TL T* [ (the) -269.987 (phrase) -269.009 (and) -269.989 (visual) -268.987 (encoders) -269.989 (to) -269.004 (achie) 25.0154 (v) 14.9828 (e) -270 (a) -269.019 (good) -270.014 (initializa\055) ] TJ T* [ (tion) -373.992 (for) -374.018 (subsequent) -374.018 (end\055to\055end) -373.021 (training\056) -682.014 (Note) -374.006 (that) -374.001 (this) -373.992 (is) ] TJ T* [ (only) -254.994 (done) -255.006 (for) -255.019 (pre\055training\073) -258.006 (the) -255.006 <026e616c> -254.992 (model) -254.992 (is) -255.002 (fully) -254.997 (dif) 24.986 (feren\055) ] TJ T* [ (tiable) -250.02 (and) -249.993 (is) -249.985 <026e652d74756e6564> -250.007 (end\055to\055end\056) ] TJ 11.9551 -11.9551 Td [ (F) 14.9926 (or) -243.996 (a) -244.003 (ground\055truth) -243.999 (pair) ] TJ /R39 9.9626 Tf 93.6871 0 Td [ (\050) -0.90181 ] TJ /R41 9.9626 Tf 3.87383 0 Td (P) Tj /R43 6.9738 Tf 6.39727 -1.49492 Td [ (k) -0.30107 ] TJ /R41 9.9626 Tf 4.90078 1.49492 Td [ (\073) -167.791 (B) -0.49992 ] TJ /R43 6.9738 Tf 11.9852 -1.49492 Td [ (k) -0.30107 ] TJ /R39 9.9626 Tf 4.90195 1.49492 Td [ (\051) -0.90181 ] TJ /R10 9.9626 Tf 3.87383 0 Td [ (\054) -245.013 (we) -243.999 (adopt) -243.979 (an) -243.999 (asymmet\055) ] TJ -141.575 -11.9559 Td [ (ric) -249.997 (similarity) -249.985 (proposed) -250.012 (by) -249.988 (\13344\135) ] TJ /R41 9.9626 Tf 42.952 -21.493 Td [ (F) -0.10047 ] TJ /R39 9.9626 Tf 7.79023 0 Td [ (\050) -0.90181 ] TJ /R41 9.9626 Tf 3.875 0 Td [ (p) -0.10047 ] TJ /R43 6.9738 Tf 5.01211 -1.49414 Td [ (k) -0.29757 ] TJ /R41 9.9626 Tf 4.90195 1.49414 Td [ (\073) -167.788 (b) -0.20095 ] TJ /R43 6.9738 Tf 8.70273 -1.49414 Td [ (k) -0.29757 ] TJ /R39 9.9626 Tf 4.90195 1.49414 Td [ (\051) -278.909 (\075) -0.79889 ] TJ /R37 9.9626 Tf 17.1582 0 Td [ <00> -0.80379 (j) -0.79889 (j) -0.80379 ] TJ /R39 9.9626 Tf 13.2828 0 Td [ (m) -0.30387 (ax) -0.79889 (\050) -0.90181 (0) ] TJ /R41 9.9626 Tf 27.398 0 Td [ (\073) -167.791 (b) -0.19605 ] TJ /R43 6.9738 Tf 8.70313 -1.49414 Td [ (k) -0.30107 ] TJ /R37 9.9626 Tf 7.11602 1.49414 Td [ <00> -0.80379 ] TJ /R41 9.9626 Tf 9.96211 0 Td [ (p) -0.10292 ] TJ /R43 6.9738 Tf 5.01289 -1.49414 Td [ (k) -0.30107 ] TJ /R39 9.9626 Tf 4.90195 1.49414 Td [ (\051) -0.90181 ] TJ /R37 9.9626 Tf 3.87422 0 Td [ (j) -0.80379 (j) -0.79889 ] TJ /R45 6.9738 Tf 5.53477 4.11367 Td [ (2) -0.49712 ] TJ /R41 9.9626 Tf 9.45117 -4.11367 Td [ (\072) -0.80379 ] TJ /R10 9.9626 Tf 34.1027 0 Td (\0505\051) Tj -224.634 -21.4934 Td [ (This) -399.99 (similarity) -399.019 (function\054) ] TJ /R41 9.9626 Tf 103.926 0 Td [ (F) -0.09802 ] TJ /R10 9.9626 Tf 7.78984 0 Td [ (\054) -436.981 (tak) 10.0081 (es) -400.012 (the) -400.002 (maximum) -398.982 (v) 24.9811 (alue) -400.007 (0\054) ] TJ -111.716 -11.9547 Td (when) Tj /R41 9.9626 Tf 24.3313 0 Td [ (p) -0.10047 ] TJ /R43 6.9738 Tf 5.01172 -1.49492 Td [ (k) -0.29757 ] TJ /R10 9.9626 Tf 7.6543 1.49492 Td [ (is) -276.02 (positioned) -275.983 (to) -277 (the) -275.983 (upper) -275.983 (right) -276.013 (of) ] TJ /R41 9.9626 Tf 137.148 0 Td [ (b) -0.19605 ] TJ /R43 6.9738 Tf 4.27578 -1.49492 Td [ (k) -0.30107 ] TJ /R10 9.9626 Tf 7.65391 1.49492 Td [ (in) -275.983 (the) -275.983 (v) 14.9828 (ector) ] TJ -186.075 -11.9551 Td [ (space\056) -598.998 (When) -346.994 (t) 0.98758 (hat) -346.994 (condition) -346.016 (is) -346.986 (not) -346.001 <73617469730265642c> -370.017 (the) -346.991 (similarity) ] TJ 11.9559 TL T* [ (decreases\056) -547.012 (In) -329.001 (\13344\135\054) -348.015 (this) -329.019 (relati) 24.986 (v) 14.9828 (e) -329.009 (spatial) -329.019 (position) -328.994 <6465026e6573> -328.984 (an) ] TJ 11.9551 TL T* [ (entailment) -283.994 (relation) -284.992 (where) ] TJ /R41 9.9626 Tf 105.333 0 Td [ (b) -0.19605 ] TJ /R43 6.9738 Tf 4.275 -1.49414 Td [ (k) -0.30107 ] TJ /R10 9.9626 Tf 7.73398 1.49414 Td (entails) Tj /R41 9.9626 Tf 28.8449 0 Td [ (p) -0.10292 ] TJ /R43 6.9738 Tf 5.01211 -1.49414 Td [ (k) -0.30107 ] TJ /R10 9.9626 Tf 4.90195 1.49414 Td [ (\056) -412.985 (Here\054) -293.015 (the) -283.982 (intuition) ] TJ -156.101 -11.9551 Td [ (is) -318.993 (that) -318.011 (the) -318.998 (image) -318.011 (typically) -319.01 (contains) -319.02 (more) -318.016 (information) -319 (than) ] TJ T* [ (being) -356.982 (described) -356.007 (in) -356.987 (the) -356.992 (te) 14.9828 (xt) -356.989 (form) 0.99003 (\054) -384.009 (so) -356.989 (we) -355.98 (may) -356.985 (consider) -356.985 (the) ] TJ T* [ (te) 14.9803 (xt) -249.985 (as) -249.995 (entailed) -250.017 (by) -249.988 (the) -249.99 (image\056) ] TJ 11.9551 -11.9551 Td [ (W) 79.9866 (e) -381 (adopt) -381.998 (the) -380.988 (follo) 24.9983 (wing) -381.015 (ranking) -381.995 (loss) -381.01 (objecti) 25 (v) 14.9828 (e) -381 (by) -382.005 (ran\055) ] TJ -11.9551 -11.9563 Td [ (domly) -484.003 (sampling) -483.993 (a) -484.983 (contrasti) 25.981 (v) 14.0026 (e) -484.003 (box) ] TJ /R41 9.9626 Tf 148.8 0 Td [ (B) -0.49992 ] TJ /R77 6.9738 Tf 8.05703 3.61602 Td [ (0) -0.39909 ] TJ /R10 9.9626 Tf 7.61914 -3.61602 Td [ (and) -483.993 (a) -484.003 (contrasti) 25 (v) 14.9828 (e) ] TJ -164.476 -11.9547 Td (phrase) Tj /R41 9.9626 Tf 28.866 0 Td (P) Tj /R77 6.9738 Tf 7.78008 3.61602 Td [ (0) -0.39909 ] TJ /R10 9.9626 Tf 5.65898 -3.61602 Td [ (for) -287.994 (e) 25.0105 (v) 14.9828 (ery) -287.013 (ground) -288.011 (t) 0.98513 (ruth) -288.016 (pair) 55.0153 (\056) -422.003 (Minimizing) -288.006 (the) -287.001 (loss) ] TJ -42.3051 -11.9551 Td [ (function) -246.991 (maintains) -247.015 (that) -247.983 (the) -247.008 (similarity) -247.003 (of) -247.018 (the) -247.988 (cont) 0.99493 (rasti) 24.9909 (v) 14.9828 (e) -248.003 (pair) ] TJ T* [ (is) -249.985 (belo) 24.9885 (w) -249.995 (the) -249.99 (true) -249.993 (pair\047) 55.0129 (s) -249.993 (by) -249.988 (at) -249.993 (least) -249.988 (the) -249.988 (mar) 18.0019 (gin) ] TJ /R41 9.9626 Tf 181.089 0 Td [ <0b> -0.70086 ] TJ /R10 9.9626 Tf 6.41016 0 Td (\072) Tj 37.1348 -31.7461 Td (\0506\051) Tj /R37 9.9626 Tf -224.634 8.80312 Td [ (L) -0.70086 ] TJ /R39 9.9626 Tf 9.54805 0 Td [ (\075) -0.79889 ] TJ /R81 9.9626 Tf 10.425 9.46484 Td [ (X) -0.49992 ] TJ /R43 6.9738 Tf 5.78516 -21.2199 Td [ (i) -0.19955 ] TJ /R39 9.9626 Tf 10.2648 11.7551 Td [ (\050) -0.90181 ] TJ /R83 9.9626 Tf 3.875 0 Td [ (E) -0.70086 ] TJ /R43 6.9738 Tf 6.64219 -1.49414 Td [ (b) -0.39909 ] TJ /R79 4.9813 Tf 3.50273 1.99219 Td [ (0) -1 ] TJ /R77 6.9738 Tf 2.69531 -1.99219 Td (6) Tj /R45 6.9738 Tf 0 0 Td (\075) Tj /R43 6.9738 Tf 6.11562 0 Td [ (b) -0.39909 ] TJ /R67 4.9813 Tf 3.50312 -1.05781 Td (k) Tj /R39 9.9626 Tf 6.51406 2.55195 Td [ (m) -0.29897 (ax) -0.80134 ] TJ /R37 9.9626 Tf 20.202 0 Td (f) Tj /R39 9.9626 Tf 4.98203 0 Td (0) Tj /R41 9.9626 Tf 4.98086 0 Td [ (\073) -167.791 <0b> -0.70086 ] TJ /R37 9.9626 Tf 12.9152 0 Td [ <00> -0.80379 ] TJ /R41 9.9626 Tf 9.82578 0 Td [ (F) -0.09802 ] TJ /R39 9.9626 Tf 7.79023 0 Td [ (\050) -0.90181 ] TJ /R41 9.9626 Tf 3.87383 0 Td [ (b) -0.19605 ] TJ /R43 6.9738 Tf 4.27617 -1.49414 Td [ (k) -0.30107 ] TJ /R41 9.9626 Tf 4.90195 1.49414 Td [ (\073) -167.791 (p) -0.10292 ] TJ /R43 6.9738 Tf 9.43984 -1.49414 Td [ (k) -0.30107 ] TJ /R39 9.9626 Tf 4.90195 1.49414 Td [ (\051) -208.882 (\053) -0.80379 ] TJ /R41 9.9626 Tf 15.7773 0 Td [ (F) -0.09802 ] TJ /R39 9.9626 Tf 7.78984 0 Td [ (\050) -0.90181 ] TJ /R41 9.9626 Tf 3.875 0 Td [ (b) -0.19605 ] TJ /R77 6.9738 Tf 4.275 4.11289 Td [ (0) -0.39909 ] TJ /R41 9.9626 Tf 2.79492 -4.11289 Td [ (\073) -167.791 (p) -0.10292 ] TJ /R43 6.9738 Tf 9.44102 -1.49414 Td [ (k) -0.30107 ] TJ /R39 9.9626 Tf 4.90117 1.49414 Td [ (\051) -0.90181 ] TJ /R37 9.9626 Tf 3.875 0 Td (g) Tj /R39 9.9626 Tf -185.383 -23.727 Td [ (\053) -0.79889 ] TJ /R83 9.9626 Tf 9.96328 0 Td [ (E) -0.70086 ] TJ /R43 6.9738 Tf 6.64063 -1.49492 Td [ (p) -0.89971 ] TJ /R79 4.9813 Tf 4.10703 1.99297 Td [ (0) -1 ] TJ /R77 6.9738 Tf 2.69531 -1.99297 Td (6) Tj /R45 6.9738 Tf 0 0 Td (\075) Tj /R43 6.9738 Tf 6.11602 0 Td [ (p) -0.89971 ] TJ /R67 4.9813 Tf 4.10664 -1.05703 Td (k) Tj /R39 9.9626 Tf 6.51406 2.55195 Td [ (m) -0.29897 (ax) -0.80134 ] TJ /R37 9.9626 Tf 20.202 0 Td (f) Tj /R39 9.9626 Tf 4.98125 0 Td (0) Tj /R41 9.9626 Tf 4.98086 0 Td [ (\073) -167.788 <0b> -0.70086 ] TJ /R37 9.9626 Tf 13.052 0 Td [ <00> -0.80379 ] TJ /R41 9.9626 Tf 9.96328 0 Td [ (F) -0.09802 ] TJ /R39 9.9626 Tf 7.78984 0 Td [ (\050) -0.90181 ] TJ /R41 9.9626 Tf 3.87383 0 Td [ (b) -0.19605 ] TJ /R43 6.9738 Tf 4.27617 -1.49492 Td [ (k) -0.30107 ] TJ /R41 9.9626 Tf 4.90195 1.49492 Td [ (\073) -167.791 (p) -0.10292 ] TJ /R43 6.9738 Tf 9.44023 -1.49492 Td [ (k) -0.30107 ] TJ /R39 9.9626 Tf 4.90195 1.49492 Td [ (\051) -222.919 (\053) -0.80379 ] TJ /R41 9.9626 Tf 16.0508 0 Td [ (F) -0.09802 ] TJ /R39 9.9626 Tf 7.79023 0 Td [ (\050) -0.90181 ] TJ /R41 9.9626 Tf 3.87383 0 Td [ (b) -0.19605 ] TJ /R43 6.9738 Tf 4.27617 -1.49492 Td [ (k) -0.30107 ] TJ /R41 9.9626 Tf 4.90195 1.49492 Td [ (\073) -167.791 (p) -0.10292 ] TJ /R77 6.9738 Tf 9.43984 4.11289 Td [ (0) -0.39909 ] TJ /R39 9.9626 Tf 2.79492 -4.11289 Td [ (\051) -0.90181 ] TJ /R37 9.9626 Tf 3.87422 0 Td (g) Tj /R39 9.9626 Tf 4.98203 0 Td [ (\051) -0.90181 ] TJ /R10 9.9626 Tf -210.797 -21.4941 Td [ (Note) -249.988 (the) -249.99 (e) 15.0122 (xpectations) -250.002 (are) -250.007 (approximated) -250.002 (by) -249.988 (sampling\056) ] TJ /R8 11.9552 Tf 23.7398 TL T* [ (4\056) -249.989 (Experiments) ] TJ /R8 10.9589 Tf 18.9289 TL T* [ (4\0561\056) -250.004 (Setup) -250.013 (and) -250 (T) 74.0181 (raining) 14.9885 (\056) ] TJ /R10 9.9626 Tf 11.9551 -17.9332 Td [ (W) 79.9866 (e) -347.006 (use) -348.013 (F) 14.9926 (aster) -346.998 (R\055CNN) -347.011 (\13336\135) -348.015 (as) -347 (an) -347 (underlying) -347.981 (bounding) ] TJ -11.9551 -11.9551 Td [ (box) -336.988 (proposal) -335.998 (mechanism) -337.007 (with) -335.998 (ResNet50) -337.012 (as) -335.983 (the) -336.993 (backbone\056) ] TJ 11.9547 TL T* [ (The) -426.983 (e) 15.0122 (xtracted) -427.019 (bounding) -426.985 (box) 14.9926 (es) -426.988 (are) -426.997 (then) -427.012 (sorted) -427.012 (from) -427.017 (left\055) ] TJ T* [ (to\055right) -305.018 (by) -304.998 (their) -304.996 (central) -305.005 (x\055coordinate) -304.988 (to) -304.998 (be) -305.008 (fed) -305.993 (into) -304.983 (the) -304.998 (Bi\055) ] TJ 11.9559 TL T* [ (LSTM) -289.996 (netw) 10.0081 (ork) -289.003 (of) -289.988 (the) ] TJ /R16 9.9626 Tf 91.1301 0 Td [ (box) -289.986 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 37.5449 0 Td [ (\056) -428.982 (This) -288.986 (w) 10.0032 (ay) 65.0088 (\054) -299.984 (the) -289 (objects) -290.01 (ap\055) ] TJ -128.675 -11.9551 Td [ (pearing) -259.986 (close) -259.986 (tend) -259.984 (to) -259.984 (be) -259.996 (represented) -259.991 (closer) -259.991 (together) 40.0129 (\054) -263.01 (so) -259.986 (that) ] TJ 11.9551 TL (the) ' /R16 9.9626 Tf 15.218 0 Td [ (box) -305.983 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 40.9172 0 Td [ (can) -305.991 (repr) 1.01454 (esent) -306.018 (the) -306.018 (o) 14.9828 (v) 14.9828 (erall) -305.008 (conte) 14.9877 (xt) -306.018 (better) 55.0202 (\056) -475.994 (F) 14.9926 (ol\055) ] TJ -56.1352 -11.9551 Td [ (lo) 24.9885 (wing) -195.007 (the) -194 (prior) -195.016 (w) 10 (orks) -193.995 (\050see) -194.992 (T) 79.9916 (ab) 39.9933 (\056) -194.002 (1\051\054) -206 (we) -194.007 (assume) -195.007 (that) -193.992 (the) -195.016 (noun) ] TJ T* [ (phrases) -239.989 (that) -239.984 (are) -240.011 (to) -239.987 (be) -240 (grounded) -240.014 (ha) 19.9967 (v) 14.9828 (e) -240.984 (already) -240 (been) -240 (e) 15.0122 (xtracted) ] TJ T* [ (from) -193.017 (the) -194 (descripti) 25 (v) 14.9828 (e) -192.992 (sentences\056) -290.996 (W) 79.9866 (e) -194.012 (also) -193.012 (use) -192.982 (the) -193.997 (intermediate) ] TJ 11.9559 TL T* [ (w) 10 (ords) -215.011 (of) -214.981 (the) -215.016 (sentences) -215.011 (together) 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-346.992 (contrib) 20.0187 (ute) -346.994 (to) -348.008 (the) -346.994 (loss\056) ] TJ 11.9559 TL T* [ (In) -265.993 (this) -264.989 (w) 10.0014 (ay) 65.0094 (\054) -269.992 (the) -265.007 (spatial) -266.01 (conte) 14.9865 (xt) -265.002 (and) -265.989 (dependencies) -264.997 (are) -266.007 (repre\055) ] TJ 11.9551 TL T* [ (sented) -276.998 (without) -277.013 (g) 4.98446 (aps) -275.986 (by) -277.003 (the) -277.005 (Bi\055LSTM) -277.002 (unit) -276.008 (of) -277.01 (the) ] TJ /R16 9.9626 Tf 196.342 0 Td [ (box) -277.008 (stac) 20.0114 (k) ] TJ /R10 9.9626 Tf 37.4172 0 Td (\054) Tj -233.759 -11.9551 Td [ (while) -298.991 (pre) 25.013 (v) 14.9828 (enting) -300.004 (biasing) -299.018 (to) 24.9885 (w) 10 (ards) -299.985 (ne) 15.0183 (g) 4.98446 (ati) 24.986 (v) 14.9828 (e) -299.014 (grounding) -299.989 (deci\055) ] TJ T* [ (sions\056) -307.995 (After) -243.019 (the) -243.011 (second) -243.006 (stage) -241.989 (of) -243.017 (training\054) -244.986 (we) -242.982 (adopt) -243.001 (the) -243.011 (stan\055) ] TJ T* [ (dard) -204.003 (hard) -204.983 (ne) 15.0177 (g) 4.98446 (ati) 24.986 (v) 14.9828 (e) -204.01 (mining) -204.983 (method) -409 (\1339\054) -204.001 (40\135) -203.998 (with) -205.003 (a) -204.01 (single) -204.998 (pass) ] TJ T* [ (on) -249.988 (each) -250.005 (training) -250.007 (sample\056) ] TJ 11.9547 -17.484 Td [ (At) -263.005 (test) -262.019 (time\054) -266.01 (we) -263.016 (use) -263.008 (all) -261.986 (the) -263.008 (proposed) -262.99 (box) 14.9926 (es) -261.993 (to) -263.003 (feed) -262.983 (them) ] TJ -11.9547 -11.9559 Td [ (to) -378.003 (the) ] TJ /R16 9.9626 Tf 27.45 0 Td [ (box) -378.01 (stac) 20.0101 (k) ] TJ /R10 9.9626 Tf 42.3547 0 Td [ (after) -377.985 (ordering) -377.019 (them) -377.996 (with) -377.993 (respect) -376.993 (to) -378.003 (their) ] TJ -69.8047 -11.9551 Td [ (locations\056) -519.994 (When) -320.019 (multiple) -320.018 (box) 14.9926 (es) -319.985 (are) -319.998 (grounded) -320.003 (to) -320.013 (the) -320.018 (same) ] TJ T* [ (phrase\054) -392.987 (we) -364.019 (apply) -364 (non\055maximum) -363.996 (suppression) -364.013 (with) -365.015 (a) 1.01454 (n) -364.993 (IoU) ] TJ T* [ (o) 14.9828 (v) 14.9828 (erlap) -347.981 (threshold) -349.007 (of) -348.019 (0\0563\054) -372.982 (which) -348.004 (is) -348.987 (tuned) -348.003 (on) -348.011 (the) -348.993 (v) 24.9811 (alidation) ] TJ T* [ (set\056) -435.014 (In) -291.008 (this) -292.004 (w) 10 (ay) 65.01 (\054) -301.986 (multiple) -291.003 (box) -292.015 (results) -290.986 (for) -291.993 (the) -291.003 (same) -291.981 (instance) ] TJ 258.75 429.488 Td [ (of) -305.005 (a) -305.993 (phrase) -305.003 (are) -304.981 (discarded\054) -318.991 (while) -306.008 (the) -304.998 (box) 14.9926 (es) -305.008 (for) -305.008 (dif) 24.986 (ferent) -305.993 (in\055) ] TJ T* [ (stances) -292.017 (of) -291.988 (the) -291.983 (same) -291 (phrase) -291.986 (are) -292 (k) 10.0032 (ept\056) -435.996 (More) -291.981 (implementation) ] TJ T* [ (details) -250.012 (are) -250.01 (a) 19.9918 (v) 24.9811 (ailable) -249.983 (in) -249.985 (the) -249.988 (supplementary) -249.997 (material\056) ] TJ /R8 10.9589 Tf 16.4879 TL T* [ (4\0562\056) -250.004 (Datasets) -249.984 (and) -250 (Metrics) ] TJ /R10 9.9626 Tf 11.9547 -17.9332 Td [ (W) 79.9866 (e) -505.019 (e) 25.0105 (v) 24.9811 (aluate) -505.987 (our) -505.006 (approach) -505.009 (on) -505.004 (the) -505.984 (Flickr30K) -505.014 (Entities) ] TJ -11.9547 -11.9547 Td [ (dataset) -249.005 (\13334\135) -249.995 (which) -249.003 (contains) ] TJ /R39 9.9626 Tf 111.758 0 Td (31) Tj /R41 9.9626 Tf 9.96328 0 Td [ (\073) -0.80379 ] TJ /R39 9.9626 Tf 4.42773 0 Td (783) Tj /R10 9.9626 Tf 17.4289 0 Td [ (images\054) -250.012 (each) -248.988 (annotated) ] TJ -143.578 -11.9551 Td [ (with) -367.995 <02> 24.9909 (v) 14.9828 (e) -369.002 (sentences\056) -665.012 (F) 14.9926 (or) -368.015 (each) -369.007 (sentence\054) -398.002 (the) -368.007 (noun) -369.017 (phrases) ] TJ 11.9551 TL T* [ (are) -391.986 (pro) 14.9852 (vided) -393.015 (with) -391.991 (their) -392.981 (correspondi) 1.00473 (n) -1.01454 (g) -392.008 (bounding) -392.008 (box) 14.9926 (es) -392.993 (in) ] TJ T* [ (the) -396.005 (image\056) -748.995 (W) 79.9866 (e) -396.017 (use) -396.005 (the) -396.005 (same) -396.983 (training\057v) 25.0154 (alidation\057test) -395.993 (split) ] TJ T* [ (as) -392.991 (the) -392.986 (prior) -392.983 (w) 10 (ork\054) -429.017 (which) -393.018 (pro) 14.9828 (vides) ] TJ /R39 9.9626 Tf 145.066 0 Td (1) Tj /R41 9.9626 Tf 4.98203 0 Td [ (\073) -0.80379 ] TJ /R39 9.9626 Tf 4.42695 0 Td (000) Tj /R10 9.9626 Tf 18.8598 0 Td [ (images) -393.013 (for) -392.993 (v) 24.9811 (al\055) ] TJ -173.335 -11.9563 Td (idation\054) Tj /R39 9.9626 Tf 35.0078 0 Td (1) Tj /R41 9.9626 Tf 4.98203 0 Td [ (\073) -0.79889 ] TJ /R39 9.9626 Tf 4.42812 0 Td (000) Tj /R10 9.9626 Tf 19.3148 0 Td [ (for) -438.988 (testing\054) -486.002 (and) ] TJ /R39 9.9626 Tf 68.6492 0 Td (29) Tj /R41 9.9626 Tf 9.96172 0 Td [ (\073) -0.80379 ] TJ /R39 9.9626 Tf 4.42812 0 Td (783) Tj /R10 9.9626 Tf 19.316 0 Td [ (images) -439.005 (for) -438.986 (train\055) ] TJ -166.088 -11.9551 Td [ (ing\056) -661.988 (It) -366.993 (is) -366.985 (important) -368.015 (to) -366.985 (note) -366.983 (that) -368.002 (a) -367.002 (single) -367.012 (phrase) -366.993 (can) -367.983 (ha) 19.9967 (v) 14.9828 (e) ] TJ T* [ (multiple) -334.996 (groundtruth) -334.998 (box) 14.9926 (es\054) -356.994 (while) -334.983 (a) -335.008 (single) -335.018 (box) -336.008 (can) -335.008 (match) ] TJ T* [ (multiple) -255.009 (phrases) -255.006 (within) -254.982 (the) -253.987 (same) -255.006 (sentence\056) -324.995 (Consistent) -254.997 (with) ] TJ T* [ (the) -277.985 (prior) -279.002 (w) 10 (ork\054) -285.001 (we) -279.015 (e) 25.0105 (v) 24.9811 (aluate) -277.988 (SeqGR) 39.9835 (OUND) -279.002 (with) -278.008 (the) -279.002 (ground) ] TJ 11.9559 TL T* [ (truth) -474.016 (bounding) -475.016 (box) 14.9926 (es\056) -983.008 (If) -474.984 (mul) 1.00473 (tiple) -474.994 (box) 14.9926 (es) -474 (are) -474.989 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(performance) -368.997 (is) -368.985 (grounding) ] TJ /R16 9.9626 Tf 108.978 0 Td [ (accur) 14.9877 (acy) ] TJ /R10 9.9626 Tf 36.3633 0 Td [ (\054) -398.987 (which) -368.983 (is) -370.002 (the) -368.987 (ratio) -368.987 (of) ] TJ -145.341 -11.9551 Td [ (correctly) -249.993 (grounded) -250.015 (noun) -250.017 (phrases\056) ] TJ /R8 10.9589 Tf 18.4801 TL T* [ (4\0563\056) -250.004 (Baselines) -250.006 (and) -250 (Ablation) -250.011 (Studies) ] TJ /R10 9.9626 Tf 11.9551 -17.9328 Td [ (In) -214.981 (order) -214.004 (to) -215.011 (understand) -214.016 (the) -215.013 <62656e65027473> -214.013 (of) -214.984 (the) -213.994 (indi) 25 (vidual) -214.998 (com\055) ] TJ -11.9551 -11.9551 Td [ (ponents) -280.002 (of) -279.01 (our) -279.985 (model\054) -286.984 (we) -279.012 (perform) -279.983 (an) -279.992 (ablation) -278.983 (study) -280.002 (where) ] TJ 11.9551 TL T* [ (certain) -333 (stacks) -332.989 (a) 1.01454 (re) -333.011 (either) -332.996 (remo) 14.9877 (v) 14.9828 (ed) -333.003 (or) 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-387.984 (during) -387.989 (train\055) ] TJ T* [ (ing\056) -720.997 (This) -387.011 (is) -386.002 (a) -387 (more) -386.984 (comple) 14.9975 (x) -386.989 (scenario) -386.989 (than) -386.98 (addressed) -386.984 (by) ] TJ T* [ (prior) -409.02 (w) 10 (orks\054) -447.989 (which) -409.015 (only) -407.986 (focus) -408.981 (on) -408.981 (phra) 0.98023 (ses) -408.981 (that) -409.015 (implicitly) ] TJ T* [ (ha) 19.9967 (v) 14.9828 (e) -357.984 (groundings\056) -636.004 (The) -358.014 (results) -357.994 (in) -358.989 (T) 79.9916 (able) -358.014 (1\054) -384.985 (2\054) -386.004 (and) -358.014 (Figure) -359.014 (4) ] TJ T* [ (are) -312 (obtained) -312.002 (via) -313 (unguided) -311.992 (testing\054) -327.989 (which) -312.012 (is) -312.012 (a) -311.992 (k) 10.0032 (e) 15.0122 (y) -313.002 (property) ] TJ 11.9559 TL T* [ (of) -249.995 (our) -249.99 (method\056) ] TJ /R8 10.9589 Tf 22.0223 TL T* [ (4\0564\056) -250.004 (Results) ] TJ /R10 9.9626 Tf 11.9547 -18.632 Td [ (W) 79.9866 (e) -535.994 (report) -535.982 (the) -535.982 (performance) -535.009 (of) -535.989 (SeqGR) 39.9835 (OUND) -536.018 (on) -536.018 (the) ] TJ -11.9547 -11.9547 Td [ (Flickr30K) -360.018 (Entities) -360.999 (dataset\054) -387.999 (and) -360.013 (compare) -360.994 (i) 0.98513 (t) -360.994 (with) -359.994 (the) -360.989 (state\055) ] TJ 11.9563 TL T* [ (of\055the\055art) -396.01 (methods) ] TJ /R10 6.9738 Tf 75.327 3.61602 Td (3) Tj /R10 9.9626 Tf 7.92969 -3.61602 Td [ (in) -396 (T) 79.9916 (able) -396.007 (1\056) -747.983 (SeqGR) 39.9835 (OUND) -396.003 (is) -395.998 (the) -396.003 (top) ] TJ -83.2566 -11.9551 Td [ (rank) 10 (ed) -400.992 (method) -399.982 (in) -401.019 (the) -400.985 (list) 1.00964 (\054) -438.981 (impro) 15.0024 (ving) -399.987 (the) -400.982 (o) 14.9828 (v) 14.9828 (erall) -400.992 (ground\055) ] TJ 11.9547 TL T* [ (ing) -417.992 (accurac) 14.9975 (y) -418.004 (by) -417.999 (2\05633\045) -417.989 (to) -417.999 (12\05691\045) -419.004 (by) -417.999 (performing) -417.984 (phrase) ] TJ T* [ (grounding) -210.984 (as) -210.982 (a) -210.989 (sequential) -210.014 (and) -211.019 (conte) 14.9877 (xtual) -211.004 (process\054) -219.008 (compared) ] TJ T* [ (to) -279 (the) -279.985 (prior) -279.002 (w) 10 (ork\056) -398.002 (F) 14.9926 (or) -279.01 (a) -279.017 (f) 9.99343 (air) -279.992 (comparison\054) -285.996 (all) -279.002 (these) -279.983 (methods) ] TJ 11.9559 TL T* [ (use) -225.014 (a) -224.987 <0278> 14.9975 (ed) -224.002 (RPN) -224.992 (to) -225.009 (obtain) -224.997 (the) -223.992 (candidate) -225.011 (box) 14.9926 (es) -225.021 (and) -225.016 (represent) ] TJ 11.9551 TL T* [ (them) -322.005 (in) -320.993 (features) -321.988 (that) -322.01 (are) -321.018 (not) -322.005 (tuned) -322.005 (on) -320.995 (the) -322.015 (Flickr30K) -321.985 (Enti\055) ] TJ T* [ (ties) -245.981 (dataset\056) -308.993 (W) 79.9866 (e) -246.003 (belie) 24.986 (v) 14.9828 (e) -246.003 (that) -245.983 (using) -246.008 (an) -245.998 (additional) -245.998 (conditional) ] TJ T* [ (embedding) -248 (unit) -248.013 (as) -247.995 (in) -249.005 (\13332\135\054) -247.993 (and) -247.993 (the) -247.988 (inte) 14.9926 (gration) -248.017 (of) -249.017 (a) -248.003 (proposal) ] TJ T* [ (generation) -364 (netw) 10.0081 (ork) -362.991 (with) -363.996 (a) -363.003 (spatial) -363.993 (re) 15.0073 (gression) -363.993 (that) -362.984 (is) -364.003 (tuned) ] TJ T* [ (on) -314.996 (Flickr30K) -313.987 (Entities) -313.987 (as) -315.004 (in) -314.996 (\1333\135) -313.987 (should) -315.011 (impro) 15.0024 (v) 14.9828 (e) -313.992 (the) -314.996 (o) 14.9828 (v) 14.9828 (erall) ] TJ 11.9563 TL T* [ (result) -278.995 (e) 25.0105 (v) 14.9828 (en) -279.992 (more\056) -398 (T) 79.9916 (able) -279.99 (2) -279.007 (sho) 24.9909 (ws) -279.002 (the) -279.983 (phrase) -279.007 (grounding) -279.992 (per) 19.9918 (\055) ] TJ 11.9547 TL T* [ (formance) -231.018 (with) -230.018 (respect) -231.018 (to) -231.008 (the) -231.01 (coarse) -230.006 (cate) 15.0122 (gories) -231.006 (in) -231.01 (Flickr30K) ] TJ T* [ (Entitites) -261.988 (dataset\056) -346.986 (Competing) -263 (re) 1.00964 (sults) -262.986 (are) -262.005 (directly) -262.015 (tak) 10.0081 (en) -263.015 (from) ] TJ T* [ (the) -249.99 (respecti) 24.986 (v) 14.9828 (e) -250.002 (papers\054) -249.99 (if) -249.993 (applicable\056) ] TJ ET Q 3.98 w 3088.62 1285.37 m 4033.61 1285.37 l S q 10 0 0 10 0 0 cm BT /R10 5.9776 Tf 1 0 0 1 319.721 121.671 Tm (3) Tj /R10 7.9701 Tf 3.48711 -2.81328 Td [ (Performance) -220.98 (on) -221.02 (this) -220.992 (task) -220.995 (can) -220.992 (be) -220.998 (further) -221.004 (impro) 14.9913 (v) 14.9852 (ed) -220.998 (by) -221.016 (using) -220.98 (Flickr30K\055) ] TJ -14.3461 -9.46367 Td [ (tuned) -477.003 (features) -476.981 (t) 0.98942 (o) -476.99 (represent) -476.993 (the) -476.978 (image) -476.978 (re) 15.022 (gions\054) -532.992 (with) -477.009 (the) -476.978 (best) -475.998 (result) -477.003 (of) ] TJ 9.46523 TL T* [ (61\05689\045) -423.023 (achie) 25.0111 (v) 14.9852 (ed) -421.993 (by) -422.995 (CITE) 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ET Q 7.35719 w 1006.64 6221.98 m 4920.69 6221.98 l S q 10 0 0 10 0 0 cm BT /R10 9.9626 Tf 1 0 0 1 68.234 608.48 Tm [ (T) 79.9903 (able) -249.994 (2\072) ] TJ /R8 9.9626 Tf 35.218 0 Td [ (Comparison) -250.018 (of) -249.996 (phrase) -250.006 (gr) 17.997 (ounding) -250.002 (accuracy) ] TJ /R10 9.9626 Tf 184.407 0 Td [ (\050in) -249.988 (percentage\051) -250.002 (o) 14.9828 (v) 14.9828 (er) -250.005 (coarse) -250.002 (cate) 15.0122 (gories) -249.983 (on) -249.988 (Flickr30K) -249.997 (dataset\056) ] TJ ET Q q 837.41 4012.81 4252.62 1986.34 re W* n 1 g 832.965 3715.08 4265.95 2399.6 re f* 0 0.59961 0 rg q 10 0 0 10 0 0 cm BT /R176 6.24962 Tf 1 0 0 1 102.803 518.813 Tm [ (A) 56.021 ( y) 16.0186 (o) -2.03137 (u) -2.03137 (n) -2.03137 (g) -2.03137 ( ) 10.985 (l) -3.01776 (ad) -1.99622 (y) 13.9696 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02231 Tc /R176 6.24962 Tf 1 0 0 1 137.892 518.813 Tm (in) Tj ET Q 0.19995 0.80078 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.24962 Tf 1 0 0 1 144.3 518.813 Tm [ 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(a red) -1.98006 ( sh) -5.0245 (i) -2.99748 (rt) -3.02096 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02666 Tc /R176 6.23895 Tf 1 0 0 1 481.172 518.47 Tm (on ) Tj ET Q 1 0.59961 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 488.957 518.47 Tm [ (a w) 6.01062 (h) -3.01314 (i) -2.99748 (t) -2.99748 (e ) ] TJ -62.7227 -7.46523 Td [ (h) -3.01314 (o) -3.01314 (rs) -2.96618 (e) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 441.272 511.005 Tm [ (an) -6.98891 (d) -5.01668 ( ) ] TJ ET Q 0 0.19995 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 451.844 511.005 Tm [ (a w) 6.01062 (o) -3.01314 (m) 17.0301 (an) -3.9836 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02666 Tc /R176 6.23895 Tf 1 0 0 1 476.053 511.005 Tm (on) Tj ET Q 0.19995 0.80078 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 483.838 511.005 Tm [ (a da) -2.01919 (rk) -3.97578 ( ) ] TJ -57.6035 -7.46563 Td [ (h) -3.01314 (o) -3.01314 (rs) -2.96618 (e ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 441.272 503.539 Tm [ (are) -3.96795 ( cl) -2.97401 (ap) -6.98891 (p) -5.01668 (i) -2.99748 (n) -5.01668 (g ) 29.9748 (t) -2.99748 (h) -5.01668 (ei) -4.96972 (r ) 19.0023 (h) -5.01668 (an) -6.98891 (d) -5.01668 (s) -3.00531 (\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 207.747 417.741 Tm [ (A) 55.0074 ( to) -5.01277 (d) -3.01314 (d) -3.01314 (l) -2.99748 (er) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02528 Tc /R176 6.23895 Tf 1 0 0 1 232.596 417.741 Tm (in ) Tj ET Q 0.19995 0.80078 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 238.995 417.741 Tm [ (a ) -5.98714 (b) -3.01314 (l) -2.99748 (u) -3.01314 (e ) 18.9945 (s) -3.00531 (h) -3.01314 (i) -2.99748 (rt) -3.02488 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02528 Tc /R176 6.23895 Tf 1 0 0 1 268.217 417.741 Tm (is ) Tj 0 Tc -60.4699 -7.47617 Td [ (s) -3.00531 (t) -2.99748 (eeri) -4.03447 (n) -3.01314 (g) -3.01314 ( ) ] TJ ET Q 0 0.19995 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 229.023 410.264 Tm [ (h) -3.01314 (i) -2.99748 (s) -3.00531 ( ) 11.0156 (t) -2.99748 (o) -3.01314 (y) 13.0152 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02666 Tc /R176 6.23895 Tf 1 0 0 1 247.367 410.264 Tm (on ) Tj ET Q 0.80078 0 0.59961 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 255.152 410.264 Tm [ (a gra) -1.98789 (s) -3.00531 (s) -3.00531 ( ) 11.0156 (fi) -3.02488 (el) -2.97009 (d) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 285.387 410.264 Tm (\056) Tj ET Q 0 0.19995 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 307.023 417.856 Tm [ (A) 55.0074 ( y) 15.0148 (o) -3.01314 (u) -3.01314 (n) -3.01314 (g) -3.01314 ( ) 11.0156 (w) 3.97969 (o) -3.01314 (m) 17.0301 (an) -3.98752 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 349.75 417.856 Tm [ (i) -2.99748 (s) -3.00531 ( ) 11.0156 (p) -3.01314 (l) -2.99748 (ay) 11.9782 (i) -2.99748 (n) -3.01314 (g) -3.01314 ( ) ] TJ ET Q 0 0.59961 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 375.665 417.856 Tm [ (a ) -5.98714 (v) -3.01314 (i) -2.99748 (o) -3.01314 (l) -2.99748 (i) 4.01491 (n) 4 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 307.023 410.393 Tm [ (w) 3.97969 (h) -3.01314 (i) -2.99748 (l) -2.99748 (e ) ] TJ ET Q 0.80078 0.7793 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 322.434 410.393 Tm [ (a y) 14.9796 (o) -3.01314 (u) -3.01314 (n) -3.01314 (g) -3.01314 ( ) ] TJ ET Q 0.80078 0.80078 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 343.884 410.393 Tm [ (m) 17.0301 (an) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 356.149 410.393 Tm [ (i) -2.99748 (s) -3.00531 ( ) 11.0156 (s) -3.00531 (i) -2.99748 (n) -3.01314 (g) -3.01314 (i) -2.99748 (n) -3.01314 (g) 4 ( ) 27.983 (t) -2.99748 (o) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT 0.00277 Tc /R176 6.23895 Tf 1 0 0 1 388.143 410.393 Tm (a ) Tj 0 Tc -81.1199 -7.46563 Td [ (m) 17.0301 (i) -2.99748 (cro) -4.01491 (p) -3.01314 (h) -3.01314 (o) -3.01314 (n) -3.01314 (e) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 336.898 402.927 Tm (\056) Tj ET Q 0 0.19995 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 102.664 418.532 Tm [ (A) 54.0076 ( b) -3.01901 (ab) -6.99283 (y) 11.0116 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 122.032 418.532 Tm [ (w) 3.98165 (i) -2.99748 (t) -2.99748 (h) -3.01314 ( ) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 134.67 418.532 Tm [ (b) -3.01314 (l) -2.99748 (o) -3.01314 (n) -3.01314 (d) 4 ( hair ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02528 Tc /R176 6.23895 Tf 1 0 0 1 161.599 418.532 Tm (in ) Tj ET Q 0.59961 0.19995 1 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 167.998 418.532 Tm [ (fl) -3.02292 (o) -3.01314 (w) 3.98165 (er ) ] TJ -65.334 -7.46719 Td [ (p) -5.01668 (at) -4.97363 (t) -2.99748 (ern) -7.01826 (ed sh) -7.00457 (i) 4.01491 (rt) 3.98947 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 140.003 411.064 Tm [ (h) -3.01314 (o) -3.01314 (l) -2.99748 (d) -3.01314 (i) -2.99748 (n) 4 (g) 4 ( ) ] TJ ET Q 1 0.59961 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 160.532 411.064 Tm [ (an) -3.98752 ( oran) -6.02823 (g) -3.01314 (e ) ] TJ /R176 6.24962 Tf -57.8684 -7.46563 Td [ (t) -3.01776 (o) -4.0315 (y) 11.9695 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT 0.02231 Tc /R176 6.24962 Tf 1 0 0 1 112.166 403.599 Tm (in ) Tj ET Q 0.19995 0.80078 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.24962 Tf 1 0 0 1 118.565 403.599 Tm [ (h) -2.03137 (er ) 12 (h) -2.03137 (an) -1.99622 (d) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.24962 Tf 1 0 0 1 140.269 403.599 Tm (\056) Tj -0.00147 Tc -50.4777 114.903 Td (\050a\051) Tj 0 Tc /R176 6.23895 Tf 107.939 0.04414 Td [ (\050b) -3.97773 (\051) ] TJ 0.00208 Tc 111.097 0 Td (\050c\051) Tj -218.77 -100.25 Td (\050e\051) Tj 0 Tc 312.727 -0.04453 Td [ (\050h) -3.97969 (\051) ] TJ 0.00208 Tc -204.596 0 Td (\050f\051) Tj 0 Tc 97.2637 0 Td [ (\050g) -3.97969 (\051) ] TJ ET Q 0.59961 0.19995 1 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 207.818 518.532 Tm [ (Fi) -2.98183 (v) -3.01314 (e ) 18.9945 (p) -3.01314 (eo) -3.98752 (p) -3.01314 (l) -2.99748 (e ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 238.6 518.532 Tm [ (are s) -1.98006 (i) -2.99748 (t) -2.99748 (t) -2.99748 (i) -2.99748 (n) 4 (g) -3.01314 ( ) 27.983 (aro) -4.01491 (u) -3.01314 (n) -3.01314 (d) -3.01314 ( ) ] TJ ET Q 1 0.52539 0.19995 rg q 10 0 0 10 0 0 cm BT 0.00277 Tc /R176 6.23895 Tf 1 0 0 1 283.712 518.532 Tm (a ) Tj 0 Tc -75.8941 -7.46523 Td [ (d) -3.01314 (i) -2.99748 (n) -3.01314 (n) -3.01314 (er ) 26.9813 (t) -2.99748 (ab) -3.98752 (l) -2.99748 (e) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 238.92 511.067 Tm [ (w) 3.97969 (h) -3.01314 (ere t) -1.97224 (h) -3.01314 (e ) 9.97857 (w) 3.97969 (o) -3.01314 (m) 17.0301 (an) -3.98752 ( ) -5.01277 (i) -2.99748 (n) -3.01314 ( ) ] TJ -31.1016 -7.46563 Td [ (cen) -4.02273 (t) -2.99748 (er) -242.303 (w) 3.97969 (ears) -3.97969 ( ) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 240.732 503.602 Tm [ (a gre) -1.98789 (en) -3.98752 ( ) 19.0297 (j) 4.01491 (ack) -4.02273 (et) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 275.34 503.602 Tm (\056) Tj ET Q q 1081.95 0 0 721.479 839.365 5275.35 cm /R178 Do Q 10.1316 w 1 0 0 RG 916.953 5283.62 998.23 367.402 re S 1 0.58008 0.29395 RG 1405.94 5885.65 192.5 57.5898 re S 0.59961 0.19995 1 RG 1359.01 5283.09 255.422 668.688 re S 0 0.85547 0.83594 RG 990.539 5473.45 334.879 325.281 re S 0 0 1 RG 1281.16 5822.73 47.4609 51.7227 re S 0 0.68945 0.31396 RG 987.875 5317.21 334.875 571.637 re S q 1082.49 0 0 721.479 1931.45 5275.89 cm /R179 Do Q 1 0.58008 0.29395 RG 1937.58 5281.49 969.438 243.691 re S 0.59961 0.19995 1 RG 2508.69 5307.08 399.93 422.863 re S 1 0 0 RG 2286.86 5500.12 187.703 129.043 re S 0.59961 0.19995 1 RG 2245.8 5497.45 230.359 243.695 re S 1938.11 5467.59 230.895 281.551 re S q 10 0 0 10 0 0 cm BT /R176 6.24962 Tf 1 0 0 1 337.73 532.237 Tm [ (\050d) -1.9884 (\051) ] TJ ET Q q 1070.22 0 0 714.547 3047.53 5277.49 cm /R180 Do Q 4.26595 w 3054.99 5291.35 270.891 565.238 re S 13.3311 w 1 0 0 RG 3409.34 5291.09 221.828 394.598 re S 1 0.58008 0.29395 RG 3284.55 5291.09 523.113 498.582 re S 4.26595 w 0.59961 0.19995 1 RG 3284.29 5291.35 523.113 498.582 re S 3798.87 5286.02 316.211 545.508 re S q 597.233 0 0 703.882 4312.92 5276.95 cm /R181 Do Q 10.1316 w 0 0.85547 0.83594 RG 4567.01 5308.15 316.215 409.531 re S 1 0.52539 0.19995 RG 4368.64 5303.35 228.227 449.523 re S 0.59961 0.19995 1 RG 4437.96 5667.02 156.242 122.113 re S 1 0 0 RG 4428.9 5491.05 173.836 339.145 re S 0 0 1 RG 4674.19 5519.31 116.25 311.414 re S q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 415.819 518.546 Tm [ (\050d) -3.97578 (\051) ] TJ ET Q q 1075.02 0 0 717.213 856.429 4256.86 cm /R182 Do Q 0 0.85547 0.83594 RG 1731.21 4289.65 172.238 246.359 re S 1 0.52539 0.19995 RG 1646.96 4261.93 230.895 324.742 re S 0.59961 0.19995 1 RG 1003.34 4261.93 719.348 335.941 re S 1 0 0 RG 1078.52 4513.62 570.574 453.254 re S 0 0 1 RG 874.824 4261.93 904.383 704.945 re S q 953.973 0 0 714.547 1948.51 4258.99 cm /R183 Do Q 0.64258 0 0.64258 RG 1984.51 4265.13 862.254 361.539 re S 0 0 1 RG 2299.12 4385.64 315.68 190.902 re S 1 0 0 RG 2149.81 4374.44 201.031 456.992 re S 0 0.85547 0.83594 RG 2171.14 4541.34 123.18 180.77 re S q 1075.02 0 0 716.147 2915.28 4259.52 cm /R184 Do Q 1 0 0 RG 3516.52 4589.87 236.227 230.359 re S 0.75391 0.73242 0 RG 3391.74 4293.39 579.637 654.82 re S 0.36108 0.55664 0.14893 RG 3084.05 4366.44 671.887 518.313 re S 0 0 1 RG 2926.21 4264.59 690.02 626.027 re S q 1084.62 0 0 729.478 4001.5 4255.26 cm /R185 Do Q 0.19995 0.80078 0.80078 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 411.713 417.749 Tm [ (A) 55.0113 ( w) 5.97932 (h) -3.01314 (i) -2.99748 (t) -2.99748 (e ) 9.97857 (d) -3.01314 (o) -3.01314 (g) -3.01314 ( ) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 443.707 417.749 Tm [ (i) -2.99748 (s) -3.00531 ( ) 11.0116 (ru) -3.97578 (n) -3.01314 (n) -3.01314 (i) -2.99748 (n) 4 (g) -3.01314 ( ) 27.9791 (o) -3.01314 (v) -3.01314 (er ) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 482.91 417.749 Tm [ (t) -2.99748 (h) -3.01314 (e ) 9.97857 (w) 3.9836 (at) -2.96618 (er) ] TJ ET Q 0 g q 10 0 0 10 0 0 cm BT /R176 6.23895 Tf 1 0 0 1 505.626 417.749 Tm (\056) Tj ET Q Q q 10 0 0 10 0 0 cm BT /R10 9.9626 Tf 1 0 0 1 50.1121 390.917 Tm [ (Figure) -256.992 (4\072) ] TJ /R8 9.9626 Tf 39.548 0 Td [ (Sample) -257.017 (phrase) -256.985 (gr) 17.9982 (ounding) -256.98 (r) 17.9921 (esults) -256.009 (obtained) -257.004 (by) -256.996 (SeqGR) 29.995 (OUND) ] TJ /R10 6.9738 Tf 254.934 3.61484 Td (2) Tj /R10 9.9626 Tf 3.98477 -3.61484 Td [ (\056) -257.013 (The) -257.011 (colored) -257.006 (bounding) -255.992 (box) 14.9926 (es) -257.016 (sho) 24.9909 (w) -257.011 (the) -257.006 (predicted) ] TJ -298.467 -11.9551 Td [ (grounding) -249.997 (of) -249.996 (the) -249.99 (phrases) -249.988 (in) -249.985 (the) -249.99 (same) -249.988 (color) 54.981 (\056) -309.985 (See) -249.993 (te) 14.9803 (xt) -249.985 (for) -250 (discussion\056) ] TJ 11.9547 -26.5012 Td [ (W) 79.9873 (e) -382.019 (sho) 24.9922 (w) -382.012 (some) -381.996 (qualitati) 25.013 (v) 14.9828 (e) -382.02 (results) -381.99 (in) -382.002 (Figure) -381.99 (4) -382.01 (to) -382.002 (high\055) ] TJ -11.9547 -11.9551 Td [ (light) -327.992 (the) -328.016 (capabilities) -329.009 (of) -327.983 (our) -328.016 (method) -327.993 (in) -328.992 (chal) 0.98268 (lenging) -329.014 (scenar) 19.9918 (\055) ] TJ 11.9547 TL T* [ (ios\056) -540.987 (In) -327.002 (\050a\051) -327.015 (and) -326.998 (\050e\051\054) -347.009 (we) -327.005 (see) -327.007 (a) -327.009 (successful) -326.985 (grounding) -327.004 (of) -327.002 (long) ] TJ 11.9563 TL T* [ (sequence) -360.995 (of) -360.997 (phra) 0.98268 (ses\054) -388.984 (note) -360.986 (the) -360.011 (correct) -361.006 (grounding) -360.999 (of) ] TJ /R16 9.9626 Tf 212.449 0 Td (hands) Tj /R10 9.9626 Tf -212.449 -11.9547 Td [ (in) -364.986 (\050a\051) -365.989 (despite) -365.015 (other) ] TJ /R16 9.9626 Tf 82.0687 0 Td (hands) Tj /R10 9.9626 Tf 27.4422 0 Td [ (candidates\056) -655.987 (In) -366.015 (\050b\051\054) -394.013 (phrases) -364.988 (are) ] TJ -109.511 -11.9551 Td [ (correctly) -324.019 (grounded) -324.002 (to) -324.012 (multiple) -324.997 (box) 14.9926 (es\054) -342.018 (instead) -324.002 (of) -325.002 (one) -324.019 (lar) 17.997 (ge) ] TJ 11.9551 TL T* [ (single) -308.981 (box) -308.992 (for) ] TJ /R16 9.9626 Tf 59.5988 0 Td [ <027665> -309.011 (people) ] TJ /R10 9.9626 Tf 46.5469 0 Td [ (which) -308.991 (w) 10 (ould) -308.985 (contain) -308.988 (mostly) -309.005 (the) ] TJ /R16 9.9626 Tf -106.146 -11.9551 Td [ (dinner) -282.988 (table) ] TJ /R10 9.9626 Tf 48.7578 0 Td [ (\056) -408.988 (Lik) 10.0143 (e) 25.0105 (wise\054) -292.015 (\050c\051) -282.983 (sho) 24.9922 (ws) -283.003 (an) -283.01 (e) 15.0122 (xample) -282.992 (where) -283.017 (a) -283.997 (sin\055) ] TJ -48.7578 -11.9551 Td [ (gle) -215.995 (box) -217.007 (is) -215.99 (used) -215.991 (to) -217.01 (ground) -215.981 (multiple) -215.996 (phrases\054) ] TJ /R16 9.9626 Tf 170.89 0 Td [ (thr) 36.9914 (ee) -216.013 (people) ] TJ /R10 9.9626 Tf 50.9738 0 Td (and) Tj /R16 9.9626 Tf -221.864 -11.9559 Td [ (the) -320.997 (per) 10.0051 (son) ] TJ /R10 9.9626 Tf 45.582 0 Td [ (which) -320.989 (are) -319.998 (positioned) -320.997 (f) 9.99466 (ar) -321.013 (apart\056) -521.989 (Phrase) -320.01 (ground\055) ] TJ -45.582 -11.9551 Td [ (ing) -274.016 (with) -272.991 (man) 14.9901 (y\055to\055man) 15.0012 (y) -273.989 (matching) -273.019 (is) -274.019 (one) -273.989 (of) -273.011 (the) -273.986 (distinguish\055) ] TJ T* [ (ing) -286.014 (properties) -284.99 (of) -285.99 (SeqGR) 39.9847 (OUND\054) -284.998 (which) -286.016 (is) -286.018 (partiall) 1.00228 (y) -285.987 (or) -285.989 (com\055) ] TJ T* [ (pletely) -312.004 (missing) -312.017 (in) -312.014 (most) -311.996 (of) -311.986 (the) -312.019 (competing) -311.99 (methods\056) -495.996 (In) -311.985 (\050d\051\054) ] TJ T* [ (SeqGR) 39.9854 (OUND) -253.006 (could) -252.998 (distinguish) -252.009 (which) -253.002 (box) 14.9926 (es) -253.014 (to) -253.004 (ground) -252.995 (the) ] TJ 11.9559 TL (phrases) ' /R16 9.9626 Tf 33.3777 0 Td [ (a) -350.995 (girl) ] TJ /R10 9.9626 Tf 26.3891 0 Td (and) Tj /R16 9.9626 Tf 17.8859 0 Td [ (a) -350.995 (woman) ] TJ /R10 9.9626 Tf 37.2641 0 Td [ (\054) -376.993 (suppressing) -350.995 (the) -350.993 (other) -352.01 (candi\055) ] TJ -114.917 -11.9551 Td [ (dates) -255.987 (despite) -256.014 (their) -257.004 (similar) -256.004 (conte) 14.9865 (xt\056) -328.989 (W) 79.9879 (e) -256.001 (belie) 24.986 (v) 14.9828 (e) -256.001 (this) -256.011 (is) -257.004 (possi\055) ] TJ 11.9551 TL T* [ (bly) -219.985 (due) -219.997 (to) -219.01 (SeqGR) 39.9847 (OUND\047) 55.019 (s) -219.996 (ability) -220.007 (to) -219.01 (perform) -219.995 (in) -219.99 (a) -220.007 (sequential) ] TJ T* [ (w) 10.0014 (ay) -364.997 (where) -365.002 (it) -364.983 (consders) -364.983 (the) -364.991 (global) -365.013 (image) -366.003 (and) -364.993 (te) 14.9803 (xt) -364.986 (conte) 14.9852 (xt\056) ] TJ T* [ (As) -441.015 (an) -440.004 (intuiti) 24.9824 (v) 14.9828 (e) -440.99 (e) 15.0122 (xample\054) -488.993 (the) -439.998 (performed) -441.015 (grounding) -440.985 (starts) ] TJ T* [ (by) -412 (matching) ] TJ /R16 9.9626 Tf 55.2449 0 Td [ (a) -412.005 (dark) -411.017 (hor) 10.0143 (se) ] TJ /R10 9.9626 Tf 57.582 0 Td [ (to) -411.997 (the) -410.983 (correct) -412.017 (box\056) -794.987 (Encoding) ] TJ -112.827 -11.9563 Td [ (this) -343.015 (grounded) -343.019 (pair) -342.997 (and) -342.995 (the) -342.994 (o) 14.9828 (v) 14.9828 (erall) -343 (conte) 14.9852 (xtual) -342.982 (information\054) ] TJ T* [ (it) -282.017 (grounds) ] TJ /R16 9.9626 Tf 43.252 0 Td [ (a) -281.987 (woman) ] TJ /R10 9.9626 Tf 39.3758 0 Td [ (to) -282.019 (the) -281.005 (correct) -282 (box\054) -290.013 (which) -280.997 (is) 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(language) -411.002 (models\056) ] TJ /R16 8.9664 Tf 85.1652 0 Td [ (T) 54.9959 (r) 14.992 (ansactions) -409.989 (of) -410.985 (the) -410.005 (Association) -410.985 (for) ] TJ -85.1652 -10.959 Td [ (Computational) -249.984 (Linguistics) ] TJ /R10 8.9664 Tf 95.4102 0 Td [ (\054) -250 (2014\056) ] TJ -115.329 -11.9547 Td [ (\13323\135) -556.012 (R\056) -214.002 (Kris) 0.99111 (hna\054) -222.007 (Y) 128.986 (\056) -214.015 (Zhu\054) -220.991 (O\056) -213.982 (Groth\054) -221.002 (J\056) -214.01 (Johnson\054) -220.98 (K\056) -213.982 (Hata\054) -220.98 (J\056) -214.01 (Kra) 19.9965 (vitz\054) ] TJ 19.9187 -10.959 Td [ (S\056) -356.978 (Chen\054) -383.011 (Y) 128.986 (\056) -356.997 (Kalantidis\054) -383.011 (L\056\055J\056) -356.991 (Li\054) -383 (D\056) -357.008 (A\056) -357.008 (Shamma\054) -383.005 (M\056) -356.991 (Bern\055) ] TJ T* [ (stein\054) -299.009 (and) -288.988 (L\056) -288.997 (Fei\055Fei\056) -484.989 (V) 59.9787 (isual) -289.008 (genome\072) -388.015 (Connecting) -289.018 (language) ] TJ T* [ (and) -273 (vision) -273.003 (using) -273.011 (cro) 25.0174 (wdsourced) -272.997 (dense) -273.014 (image) -273.003 (annotations\056) -433.982 (In) ] TJ /R16 8.9664 Tf (IJCV) ' /R10 8.9664 Tf 18.4262 0 Td [ (\054) -250 (2017\056) ] TJ -38.3449 -11.9551 Td [ (\13324\135) -556.012 (Ale) 15.011 (x) -433.999 (Krizhe) 24.9984 (vsk) 14.9892 (y) 65 (\054) -479.982 (Ilya) -433.977 (Sutsk) 10.0092 (e) 24.9902 (v) 14.9865 (er) 40.0039 (\054) -480.984 (and) -434.021 (Geof) 25.0066 (fre) 14.9811 (y) -433.999 (E) -434.004 (Hinton\056) ] TJ 19.9187 -10.959 Td [ (Imagenet) -336.989 <636c6173736902636174696f6e> -337.991 (with) -337.017 (deep) -337.017 (con) 40.0148 (v) 19.9965 (olutional) -338.008 (neural) -337.022 (net\055) ] TJ T* [ (w) 10.0092 (orks\056) -699.998 (In) ] TJ /R16 8.9664 Tf 41.0082 0 Td [ (Advances) -355.987 (in) -357.008 (neur) 15.0137 (al) -356.006 (information) -355.989 (pr) 45.0085 (ocessing) -355.995 (sys\055) ] TJ -41.0082 -10.959 Td (tems) Tj /R10 8.9664 Tf 16.4352 0 Td [ (\054) -250 (pages) -250.011 (1097\2261105\054) -250.006 (2012\056) ] TJ -36.3539 -11.9551 Td [ (\13325\135) -556.012 (Dahua) -342.996 (Lin\054) -366.012 (Sanja) -344.003 (Fidler) 39.9985 (\054) -366.015 (Chen) -342.996 (K) 35.0157 (ong\054) -367.017 (and) -343.012 (Raquel) -343.007 (Urtasun\056) ] TJ 19.9187 -10.959 Td [ (V) 59.9787 (isual) -296.983 (semantic) -298.012 (search\072) -405 (Retrie) 24.9848 (ving) -297.024 (videos) -297.993 (via) -296.996 (comple) 15.0083 (x) -297.987 (te) 15.0192 (x\055) ] TJ T* [ (tual) -249.978 (queries\056) -359.997 (In) ] TJ /R16 8.9664 Tf 56.766 0 Td (CVPR) Tj /R10 8.9664 Tf 22.4152 0 Td [ (\054) -250 (pages) -250.011 (2657\2262664\054) -250.006 (2014\056) ] TJ -99.1 -11.9551 Td [ (\13326\135) -556.012 (R\056) -215.004 (Luo) -215 (and) -215.014 (G\056) -215.986 (Shakhnaro) 14.9974 (vich\056) -283.992 (Comprehension\055guided) -214.995 (refer) 20.002 (\055) ] TJ 19.9187 -10.959 Td [ (ring) -249.984 (e) 15.011 (xpressions\056) -360.016 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