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DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets


Aug 22, 2021
Junru Gu, Chen Sun, Hang Zhao

* Accepted to ICCV 2021 

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Discrete-Valued Neural Communication


Jul 10, 2021
Dianbo Liu, Alex Lamb, Kenji Kawaguchi, Anirudh Goyal, Chen Sun, Michael Curtis Mozer, Yoshua Bengio


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Attention Bottlenecks for Multimodal Fusion


Jun 30, 2021
Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun


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HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps


Jun 28, 2021
Lu Mi, Hang Zhao, Charlie Nash, Xiaohan Jin, Jiyang Gao, Chen Sun, Cordelia Schmid, Nir Shavit, Yuning Chai, Dragomir Anguelov


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Episodic Transformer for Vision-and-Language Navigation


May 13, 2021
Alexander Pashevich, Cordelia Schmid, Chen Sun

* Code available at https://github.com/alexpashevich/E.T.; 19 pages 

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Local Metrics for Multi-Object Tracking


Apr 06, 2021
Jack Valmadre, Alex Bewley, Jonathan Huang, Chen Sun, Cristian Sminchisescu, Cordelia Schmid


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Composable Augmentation Encoding for Video Representation Learning


Apr 01, 2021
Chen Sun, Arsha Nagrani, Yonglong Tian, Cordelia Schmid


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ViViT: A Video Vision Transformer


Mar 29, 2021
Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lučić, Cordelia Schmid


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Unified Graph Structured Models for Video Understanding


Mar 29, 2021
Anurag Arnab, Chen Sun, Cordelia Schmid


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Learning Temporal Dynamics from Cycles in Narrated Video


Jan 07, 2021
Dave Epstein, Jiajun Wu, Cordelia Schmid, Chen Sun


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TNT: Target-driveN Trajectory Prediction


Aug 21, 2020
Hang Zhao, Jiyang Gao, Tian Lan, Chen Sun, Benjamin Sapp, Balakrishnan Varadarajan, Yue Shen, Yi Shen, Yuning Chai, Cordelia Schmid, Congcong Li, Dragomir Anguelov


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The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)


Aug 03, 2020
Samuel Albanie, Yang Liu, Arsha Nagrani, Antoine Miech, Ernesto Coto, Ivan Laptev, Rahul Sukthankar, Bernard Ghanem, Andrew Zisserman, Valentin Gabeur, Chen Sun, Karteek Alahari, Cordelia Schmid, Shizhe Chen, Yida Zhao, Qin Jin, Kaixu Cui, Hui Liu, Chen Wang, Yudong Jiang, Xiaoshuai Hao

* Individual reports, dataset information, rules, and released source code can be found at the competition webpage (https://www.robots.ox.ac.uk/~vgg/challenges/video-pentathlon

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Learning Video Representations from Textual Web Supervision


Jul 29, 2020
Jonathan C. Stroud, David A. Ross, Chen Sun, Jia Deng, Rahul Sukthankar, Cordelia Schmid


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Uncertainty-Aware Weakly Supervised Action Detection from Untrimmed Videos


Jul 21, 2020
Anurag Arnab, Chen Sun, Arsha Nagrani, Cordelia Schmid

* ECCV 2020 

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Multi-modal Transformer for Video Retrieval


Jul 21, 2020
Valentin Gabeur, Chen Sun, Karteek Alahari, Cordelia Schmid

* ECCV 2020 (spotlight paper) 

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What makes for good views for contrastive learning


May 20, 2020
Yonglong Tian, Chen Sun, Ben Poole, Dilip Krishnan, Cordelia Schmid, Phillip Isola

* submitted to ECCV 2020 

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VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation


May 08, 2020
Jiyang Gao, Chen Sun, Hang Zhao, Yi Shen, Dragomir Anguelov, Congcong Li, Cordelia Schmid

* CVPR 2020 

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Speech2Action: Cross-modal Supervision for Action Recognition


Mar 30, 2020
Arsha Nagrani, Chen Sun, David Ross, Rahul Sukthankar, Cordelia Schmid, Andrew Zisserman

* Accepted to CVPR 2020 

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Unsupervised Learning of Object Structure and Dynamics from Videos


Jun 19, 2019
Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin Murphy, Honglak Lee


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Contrastive Bidirectional Transformer for Temporal Representation Learning


Jun 13, 2019
Chen Sun, Fabien Baradel, Kevin Murphy, Cordelia Schmid


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Intra-Ensemble in Neural Networks


Apr 09, 2019
Yuan Gao, Zixiang Cai, Yimin Chen, Wenke Chen, Kan Yang, Chen Sun, Cong Yao


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Relational Action Forecasting


Apr 08, 2019
Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar, Kevin Murphy, Cordelia Schmid

* CVPR 2019 (oral) 

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VideoBERT: A Joint Model for Video and Language Representation Learning


Apr 03, 2019
Chen Sun, Austin Myers, Carl Vondrick, Kevin Murphy, Cordelia Schmid


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Affordance Learning In Direct Perception for Autonomous Driving


Mar 20, 2019
Chen Sun, Jean M. Uwabeza Vianney, Dongpu Cao

* 9 pages, 13 figures 

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Unsupervised Discovery of Parts, Structure, and Dynamics


Mar 12, 2019
Zhenjia Xu, Zhijian Liu, Chen Sun, Kevin Murphy, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu

* ICLR 2019. The first two authors contributed equally to this work 

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Stochastic Prediction of Multi-Agent Interactions from Partial Observations


Feb 25, 2019
Chen Sun, Per Karlsson, Jiajun Wu, Joshua B Tenenbaum, Kevin Murphy

* ICLR 2019 camera ready 

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D3D: Distilled 3D Networks for Video Action Recognition


Dec 19, 2018
Jonathan C. Stroud, David A. Ross, Chen Sun, Jia Deng, Rahul Sukthankar


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