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

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* 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

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* ECCV 2020 

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Multi-modal Transformer for Video Retrieval

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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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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Composing Text and Image for Image Retrieval - An Empirical Odyssey

Dec 18, 2018
Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays

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Actor-Centric Relation Network

Jul 28, 2018
Chen Sun, Abhinav Shrivastava, Carl Vondrick, Kevin Murphy, Rahul Sukthankar, Cordelia Schmid

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* ECCV 2018 camera ready 

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Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification

Jul 27, 2018
Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy

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* ECCV 2018 camera ready 

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Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

Jun 16, 2018
Yin Cui, Yang Song, Chen Sun, Andrew Howard, Serge Belongie

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* CVPR 2018 

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AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions

Apr 30, 2018
Chunhui Gu, Chen Sun, David A. Ross, Carl Vondrick, Caroline Pantofaru, Yeqing Li, Sudheendra Vijayanarasimhan, George Toderici, Susanna Ricco, Rahul Sukthankar, Cordelia Schmid, Jitendra Malik

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* To appear in CVPR 2018. Check dataset page https://research.google.com/ava/ for details 

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The iNaturalist Species Classification and Detection Dataset

Apr 10, 2018
Grant Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui, Chen Sun, Alex Shepard, Hartwig Adam, Pietro Perona, Serge Belongie

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* CVPR 2018 

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DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks

Jan 22, 2018
Unaiza Ahsan, Chen Sun, Irfan Essa

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VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation

Aug 15, 2017
Chuang Gan, Yandong Li, Haoxiang Li, Chen Sun, Boqing Gong

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* To appear on ICCV 2017 

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TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals

Aug 04, 2017
Jiyang Gao, Zhenheng Yang, Chen Sun, Kan Chen, Ram Nevatia

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* ICCV 2017 camera ready 

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Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Aug 04, 2017
Chen Sun, Abhinav Shrivastava, Saurabh Singh, Abhinav Gupta

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* ICCV 2017 camera ready 

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TALL: Temporal Activity Localization via Language Query

Aug 03, 2017
Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia

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* ICCV 2017 camera ready (with supplemental material) 

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Speed/accuracy trade-offs for modern convolutional object detectors

Apr 25, 2017
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy

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* Accepted to CVPR 2017 

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