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Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition


Dec 17, 2021
Yinghao Xu, Fangyun Wei, Xiao Sun, Ceyuan Yang, Yujun Shen, Bo Dai, Bolei Zhou, Stephen Lin

* Project webpage: https://justimyhxu.github.io/projects/cmpl/ 

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Towards Tokenized Human Dynamics Representation


Nov 22, 2021
Kenneth Li, Xiao Sun, Zhirong Wu, Fangyun Wei, Stephen Lin


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The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos


Nov 11, 2021
Runtao Liu, Zhirong Wu, Stella X. Yu, Stephen Lin

* This paper has been accepted to NeurIPS 2021 

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Bootstrap Your Object Detector via Mixed Training


Nov 04, 2021
Mengde Xu, Zheng Zhang, Fangyun Wei, Yutong Lin, Yue Cao, Stephen Lin, Han Hu, Xiang Bai

* NeurIPS 2021, Spotlight 

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ACP++: Action Co-occurrence Priors for Human-Object Interaction Detection


Sep 09, 2021
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon

* IEEE TIP accepted. Journal extension of our ECCV 2020 paper (arXiv:2007.08728). Source code: https://github.com/Dong-JinKim/ActionCooccurrencePriors/ 

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Video Swin Transformer


Jun 24, 2021
Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, Han Hu


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Aligning Pretraining for Detection via Object-Level Contrastive Learning


Jun 04, 2021
Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin


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Neural Articulated Radiance Field


Apr 07, 2021
Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada

* 15 pages 

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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows


Mar 25, 2021
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo

* The first 4 authors contribute equally 

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Instance Localization for Self-supervised Detection Pretraining


Feb 16, 2021
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin

* Technical report 

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Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency


Feb 04, 2021
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

* Accepted to AAAI 2021. Code/dataset/models are available at https://github.com/SeokjuLee/Insta-DM. arXiv admin note: substantial text overlap with arXiv:1912.09351 

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Global Context Networks


Dec 24, 2020
Yue Cao, Jiarui Xu, Stephen Lin, Fangyun Wei, Han Hu

* To appear in TPAMI. Full version of GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond (arXiv:1904.11492) 

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Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning


Nov 19, 2020
Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu


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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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