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Object-based Illumination Estimation with Rendering-aware Neural Networks

Aug 06, 2020
Xin Wei, Guojun Chen, Yue Dong, Stephen Lin, Xin Tong

* ECCV 2020 

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Detecting Human-Object Interactions with Action Co-occurrence Priors

Jul 27, 2020
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon

* ECCV 2020. Source code : https://github.com/Dong-JinKim/ActionCooccurrencePriors/ 

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SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach

Jul 18, 2020
Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin

* European Conference on Computer Vision (ECCV), 2020 

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RepPoints V2: Verification Meets Regression for Object Detection

Jul 16, 2020
Yihong Chen, Zheng Zhang, Yue Cao, Liwei Wang, Stephen Lin, Han Hu


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Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation

Jul 14, 2020
Fangyun Wei, Xiao Sun, Hongyang Li, Jingdong Wang, Stephen Lin

* To appear in ECCV 2020 

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Disentangled Non-Local Neural Networks

Jun 11, 2020
Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu


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What makes instance discrimination good for transfer learning?

Jun 11, 2020
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin


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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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