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Multi-Agent Collaboration via Reward Attribution Decomposition

Oct 16, 2020
Tianjun Zhang, Huazhe Xu, Xiaolong Wang, Yi Wu, Kurt Keutzer, Joseph E. Gonzalez, Yuandong Tian


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Hierarchical Style-based Networks for Motion Synthesis

Aug 24, 2020
Jingwei Xu, Huazhe Xu, Bingbing Ni, Xiaokang Yang, Xiaolong Wang, Trevor Darrell

* ECCV 2020, Project Page:\ 

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FastORB-SLAM: a Fast ORB-SLAM Method with Coarse-to-Fine Descriptor Independent Keypoint Matching

Aug 22, 2020
Qiang Fu, Hongshan Yu, Xiaolong Wang, Zhengeng Yang, Hong Zhang, Ajmal Mian

* Keypoint Matching, Optical Flow, Motion Model, ORB SLAM, Pose, Estimation, Visual SLAM 

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What Should Not Be Contrastive in Contrastive Learning

Aug 13, 2020
Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell


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Learning Long-term Visual Dynamics with Region Proposal Interaction Networks

Aug 05, 2020
Haozhi Qi, Xiaolong Wang, Deepak Pathak, Yi Ma, Jitendra Malik

* Code: https://github.com/HaozhiQi/RPIN; Website: https://haozhiqi.github.io/RPIN/ 

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Compositional Video Synthesis with Action Graphs

Jul 13, 2020
Amir Bar, Roei Herzig, Xiaolong Wang, Gal Chechik, Trevor Darrell, Amir Globerson


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Self-Supervised Policy Adaptation during Deployment

Jul 08, 2020
Nicklas Hansen, Yu Sun, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang

* Project page: https://nicklashansen.github.io/PAD/ , Code: https://github.com/nicklashansen/policy-adaptation-during-deployment 

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Deep Isometric Learning for Visual Recognition

Jun 30, 2020
Haozhi Qi, Chong You, Xiaolong Wang, Yi Ma, Jitendra Malik

* ICML 2020; Code: https://github.com/HaozhiQi/ISONet 

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Reducing Class Collapse in Metric Learning with Easy Positive Sampling

Jun 09, 2020
Elad Levi, Tete Xiao, Xiaolong Wang, Trevor Darrell


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Class-Aware Domain Adaptation for Improving Adversarial Robustness

May 10, 2020
Xianxu Hou, Jingxin Liu, Bolei Xu, Xiaolong Wang, Bozhi Liu, Guoping Qiu


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State-Only Imitation Learning for Dexterous Manipulation

Apr 07, 2020
Ilija Radosavovic, Xiaolong Wang, Lerrel Pinto, Jitendra Malik

* Videos available at https://people.eecs.berkeley.edu/~ilija/soil 

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A New Meta-Baseline for Few-Shot Learning

Apr 01, 2020
Yinbo Chen, Xiaolong Wang, Zhuang Liu, Huijuan Xu, Trevor Darrell

* Code: https://github.com/cyvius96/few-shot-meta-baseline 

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Multi-Task Reinforcement Learning with Soft Modularization

Mar 30, 2020
Ruihan Yang, Huazhe Xu, Yi Wu, Xiaolong Wang

* Our project page: https://rchalyang.github.io/SoftModule 

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Evolutionary Population Curriculum for Scaling Multi-Agent Reinforcement Learning

Mar 23, 2020
Qian Long, Zihan Zhou, Abhibav Gupta, Fei Fang, Yi Wu, Xiaolong Wang

* The project page is https://sites.google.com/view/epciclr2020 .The source code is released at https://github.com/qian18long/epciclr2020 

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Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks

Dec 20, 2019
Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu, Xiaolong Wang, Trevor Darrell


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Test-Time Training for Out-of-Distribution Generalization

Oct 25, 2019
Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt


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Joint-task Self-supervised Learning for Temporal Correspondence

Sep 26, 2019
Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang

* NeurIPS 2019 

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Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach

May 15, 2019
Heming Zhang, Xiaolong Wang, C. -C. Jay Kuo

* ICIP 2019 

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Accelerating Proposal Generation Network for \\Fast Face Detection on Mobile Devices

Apr 27, 2019
Heming Zhang, Xiaolong Wang, Jingwen Zhu, C. -C. Jay Kuo

* ICIP 

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Learning Correspondence from the Cycle-Consistency of Time

Apr 02, 2019
Xiaolong Wang, Allan Jabri, Alexei A. Efros

* CVPR 2019 Oral. Project page: http://ajabri.github.io/timecycle 

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Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments

Mar 15, 2019
Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz

* CVPR 2019 
* https://sites.google.com/view/3d-affordance-cvpr19 

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MICIK: MIning Cross-Layer Inherent Similarity Knowledge for Deep Model Compression

Feb 03, 2019
Jie Zhang, Xiaolong Wang, Dawei Li, Shalini Ghosh, Abhishek Kolagunda, Yalin Wang

* 10 pages, 4 figures 

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Visual Semantic Navigation using Scene Priors

Oct 15, 2018
Wei Yang, Xiaolong Wang, Ali Farhadi, Abhinav Gupta, Roozbeh Mottaghi


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Interpretable Intuitive Physics Model

Aug 29, 2018
Tian Ye, Xiaolong Wang, James Davidson, Abhinav Gupta


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Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices

Jun 08, 2018
Jie Zhang, Xiaolong Wang, Dawei Li, Yalin Wang

* Accepted by IJCAI-ECAI 2018 

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Videos as Space-Time Region Graphs

Jun 05, 2018
Xiaolong Wang, Abhinav Gupta


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Talking Face Generation by Conditional Recurrent Adversarial Network

May 05, 2018
Yang Song, Jingwen Zhu, Xiaolong Wang, Hairong Qi

* Project Page:http://web.eecs.utk.edu/~ysong18/projects/talkingface/talkingface.html 

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