A Transductive Approach for Video Object Segmentation

Apr 16, 2020
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin

* To Appear in CVPR 2020 

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Distilling Localization for Self-Supervised Representation Learning

Apr 14, 2020
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin


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Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation

Mar 19, 2020
Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin


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Cross-Iteration Batch Normalization

Feb 14, 2020
Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin


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Dense RepPoints: Representing Visual Objects with Dense Point Sets

Dec 24, 2019
Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang, Stephen Lin, Han Hu


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Instance-wise Depth and Motion Learning from Monocular Videos

Dec 19, 2019
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

* http://sites.google.com/site/seokjucv/home/instadm 

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Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation

Nov 17, 2019
Renjiao Yi, Ping Tan, Stephen Lin

* 27 pages, with supplementary material, to appear in AAAI 2020 

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Single Image Reflection Removal through Cascaded Refinement

Nov 15, 2019
Chao Li, Yixiao Yang, Kun He, Stephen Lin, John E. Hopcroft

* 10 pages, 8 figures 

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Learning Residual Flow as Dynamic Motion from Stereo Videos

Sep 16, 2019
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

* IROS 2019. https://sites.google.com/site/seokjucv/ 

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Visuomotor Understanding for Representation Learning of Driving Scenes

Sep 16, 2019
Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon

* BMVC 2019. Supplementary material: https://bmvc2019.org/wp-content/uploads/papers/0002-supplementary.zip Dataset: http://github.com/SeokjuLee/driving-dataset-doc 

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DPSNet: End-to-end Deep Plane Sweep Stereo

May 02, 2019
Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon

* ICLR2019 accepted 

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GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Apr 25, 2019
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu


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Local Relation Networks for Image Recognition

Apr 25, 2019
Han Hu, Zheng Zhang, Zhenda Xie, Stephen Lin


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RepPoints: Point Set Representation for Object Detection

Apr 25, 2019
Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin


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An Empirical Study of Spatial Attention Mechanisms in Deep Networks

Apr 11, 2019
Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai


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Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing

Mar 27, 2019
Jun Gao, Xiao Li, Liwei Wang, Sanja Fidler, Stephen Lin


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Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network

Feb 10, 2019
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung, Jiang Liu

* 9 pages, accepted by IEEE Transactions on Cybernetics 

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Deep Metric Transfer for Label Propagation with Limited Annotated Data

Dec 20, 2018
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin

* Tech Report 

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Deformable ConvNets v2: More Deformable, Better Results

Nov 28, 2018
Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai


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Integrated Object Detection and Tracking with Tracklet-Conditioned Detection

Nov 27, 2018
Zheng Zhang, Dazhi Cheng, Xizhou Zhu, Stephen Lin, Jifeng Dai


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Explicit Pose Deformation Learning for Tracking Human Poses

Nov 21, 2018
Xiao Sun, Chuankang Li, Stephen Lin


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Recurrent Transformer Networks for Semantic Correspondence

Oct 29, 2018
Seungryong Kim, Stephen Lin, Sangryul Jeon, Dongbo Min, Kwanghoon Sohn

* Neural Information Processing Systems (NIPS) 2018 

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An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge

Sep 17, 2018
Xiao Sun, Chuankang Li, Stephen Lin


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Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT

Sep 10, 2018
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu

* Accepted by Medical Image Computing and Computer Assisted Intervention (MICCAI) 2018 

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Faces as Lighting Probes via Unsupervised Deep Highlight Extraction

Jul 21, 2018
Renjiao Yi, Chenyang Zhu, Ping Tan, Stephen Lin

* 42 pages, with supplementary material, to appear in ECCV 2018 

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Exposure: A White-Box Photo Post-Processing Framework

Feb 06, 2018
Yuanming Hu, Hao He, Chenxi Xu, Baoyuan Wang, Stephen Lin

* ACM Transaction on Graphics (Accepted with minor revisions) 

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DCTM: Discrete-Continuous Transformation Matching for Semantic Flow

Jul 18, 2017
Seungryong Kim, Dongbo Min, Stephen Lin, Kwanghoon Sohn


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FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence

Feb 03, 2017
Seungryong Kim, Dongbo Min, Bumsub Ham, Sangryul Jeon, Stephen Lin, Kwanghoon Sohn


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Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields

Mar 21, 2016
Seungryong Kim, Kihong Park, Kwanghoon Sohn, Stephen Lin


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