Chen Sun

Most-cited papers

ViViT: A Video Vision Transformer
Anurag Arnab, Mostafa Dehghani, G. Heigold, Chen Sun +2 more
2021IEEE International Conference on Computer Vision3,347 citations Open access
Semantic Scholar
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun, Abhinav Shrivastava, Saurabh Singh, A. Gupta
2017IEEE International Conference on Computer Vision2,810 citations Open access
Semantic Scholar
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
Jonathan Huang, V. Rathod, Chen Sun, Meng-Long Zhu +7 more
2016Computer Vision and Pattern Recognition2,740 citations Open access
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The iNaturalist Species Classification and Detection Dataset
G. Van Horn, Oisin Mac Aodha, Yang Song, Yin Cui +5 more
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition2,222 citations
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What makes for good views for contrastive learning
Yong-Long Tian, Chen Sun, B. Poole, Dilip Krishnan +2 more
2020Neural Information Processing Systems1,650 citations
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VideoBERT: A Joint Model for Video and Language Representation Learning
Chen Sun, Austin Myers, Carl Vondrick, Kevin P. Murphy +1 more
2019IEEE International Conference on Computer Vision1,445 citations Open access
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TALL: Temporal Activity Localization via Language Query
J. Gao, Chen Sun, Zhenheng Yang, Ramkant Nevatia
2017IEEE International Conference on Computer Vision1,247 citations
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AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions
Chunhui Gu, Chen Sun, David A. Ross, Carl Vondrick +8 more
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition1,244 citations Open access
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VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation
Ji-Yang Gao, Chen Sun, Hang Zhao, Yi Shen +3 more
2020Computer Vision and Pattern Recognition1,185 citations Open access
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Attention Bottlenecks for Multimodal Fusion
Arsha Nagrani, Shan Yang, Anurag Arnab, A. Jansen +2 more
2021Neural Information Processing Systems900 citations
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TNT: Target-driveN Trajectory Prediction
Hang Zhao, Ji-Yang Gao, Tian Lan, Chen Sun +8 more
2020Conference on Robot Learning760 citations
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Multi-modal Transformer for Video Retrieval
Valentin Gabeur, Chen Sun, Alahari Karteek, Cordelia Schmid
2020European Conference on Computer Vision742 citations Open access
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DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets
Junru Gu, Chen Sun, Hang Zhao
2021IEEE International Conference on Computer Vision642 citations Open access
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Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
Yin Cui, Yang Song, Chen Sun, Andrew G. Howard +1 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition542 citations Open access
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Composing Text and Image for Image Retrieval - an Empirical Odyssey
Nam S. Vo, Lu Jiang, Chen Sun, Kevin P. Murphy +3 more
2018Computer Vision and Pattern Recognition521 citations Open access
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TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals
J. Gao, Zhenheng Yang, Chen Sun, Kan Chen +1 more
2017IEEE International Conference on Computer Vision490 citations Open access
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Trajectory Balance: Improved Credit Assignment in GFlowNets
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio, Chen Sun +1 more
2022Neural Information Processing Systems333 citations Open access
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Multiview Transformers for Video Recognition
Shen Yan, Xue-Han Xiong, Anurag Arnab, Zhichao Lu +3 more
2022Computer Vision and Pattern Recognition302 citations Open access
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Learning Video Representations using Contrastive Bidirectional Transformer
Chen Sun, Fabien Baradel, Kevin P. Murphy, Cordelia Schmid
2019287 citations
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Rethinking Spatiotemporal Feature Learning For Video Understanding
Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu +1 more
2017arXiv.org272 citations
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Actor-Centric Relation Network
Chen Sun, Abhinav Shrivastava, Carl Vondrick, Kevin P. Murphy +2 more
2018European Conference on Computer Vision244 citations Open access
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Episodic Transformer for Vision-and-Language Navigation
Alexander Pashevich, Cordelia Schmid, Chen Sun
2021IEEE International Conference on Computer Vision241 citations Open access
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Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory
Zi-Niu Hu, Ahmet Iscen, Chen Sun, Zirui Wang +5 more
2022Computer Vision and Pattern Recognition197 citations Open access
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D3D: Distilled 3D Networks for Video Action Recognition
Jonathan C. Stroud, David A. Ross, Chen Sun, Jia Deng +1 more
2018IEEE Workshop/Winter Conference on Applications of Computer Vision194 citations Open access
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Unsupervised Learning of Object Structure and Dynamics from Videos
Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole +2 more
2019Neural Information Processing Systems165 citations
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VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation
Chuang Gan, Yan-Dong Li, Haoxiang Li, Chen Sun +1 more
2017IEEE International Conference on Computer Vision140 citations Open access
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Contrastive Bidirectional Transformer for Temporal Representation Learning
Chen Sun, Fabien Baradel, Kevin P. Murphy, Cordelia Schmid
2019arXiv.org137 citations
Semantic Scholar
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images
Chen Sun, Sanketh Shetty, Rahul Sukthankar, Ramkant Nevatia
2015ACM Multimedia137 citations Open access
Semantic Scholar
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
Qi Zhao, Shijie Wang, Ce Zhang, Changcheng Fu +4 more
2023International Conference on Learning Representations114 citations Open access
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Automatic Concept Discovery from Parallel Text and Visual Corpora
Chen Sun, Chuang Gan, Ramkant Nevatia
2015IEEE International Conference on Computer Vision110 citations Open access
Semantic Scholar
Learning Audio-Video Modalities from Image Captions
Arsha Nagrani, P. H. Seo, Bryan Seybold, Anja Hauth +3 more
2022European Conference on Computer Vision107 citations Open access
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Webly-Supervised Video Recognition by Mutually Voting for Relevant Web Images and Web Video Frames
Chuang Gan, Chen Sun, Li-Xin Duan, Boqing Gong
2016European Conference on Computer Vision104 citations
Semantic Scholar
Stochastic Prediction of Multi-Agent Interactions from Partial Observations
Chen Sun, Per Karlsson, Jiajun Wu, J. Tenenbaum +1 more
2019International Conference on Learning Representations92 citations
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Relational Action Forecasting
Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar +2 more
2019Computer Vision and Pattern Recognition89 citations Open access
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Large-scale web video event classification by use of Fisher Vectors
Chen Sun, R. Nevatia
20132013 IEEE Workshop on Applications of Computer Vision (WACV)85 citations
Semantic Scholar
ACTIVE: Activity Concept Transitions in Video Event Classification
Chen Sun, Ramkant Nevatia
2013IEEE International Conference on Computer Vision81 citations
Semantic Scholar
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps
Lu Mi, Hang Zhao, Charlie Nash, Xiaohan Jin +6 more
2021Computer Vision and Pattern Recognition68 citations
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Unified Graph Structured Models for Video Understanding
Anurag Arnab, Chen Sun, Cordelia Schmid
2021IEEE International Conference on Computer Vision65 citations Open access
Semantic Scholar
Speech2Action: Cross-Modal Supervision for Action Recognition
Arsha Nagrani, Chen Sun, David A. Ross, Rahul Sukthankar +2 more
2020Computer Vision and Pattern Recognition63 citations Open access
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Unsupervised Discovery of Parts, Structure, and Dynamics
Zhen-Jia Xu, Zhijian Liu, Chen Sun, Kevin P. Murphy +3 more
2019International Conference on Learning Representations63 citations
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ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks
Chen Sun, Manohar Paluri, R. Collobert, Ramkant Nevatia +1 more
2015Computer Vision and Pattern Recognition62 citations Open access
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Discrete-Valued Neural Communication
Dian-Bo Liu, Alex Lamb, Kenji Kawaguchi, Anirudh Goyal +3 more
2021Neural Information Processing Systems55 citations
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DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting
Chen Sun, Ramkant Nevatia
20142014 IEEE Conference on Computer Vision and Pattern Recognition52 citations
Semantic Scholar
Learning Video Representations from Textual Web Supervision
Jonathan C. Stroud, Zhichao Lu, Chen Sun, Jia Deng +3 more
2020arXiv.org51 citations
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DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks
Unaiza Ahsan, Chen Sun, Irfan Essa
2018arXiv.org50 citations
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TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
Medhini Narasimhan, Arsha Nagrani, Chen Sun, Michael Rubinstein +3 more
2022European Conference on Computer Vision44 citations Open access
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End-to-End Spatio-Temporal Action Localisation with Video Transformers
A. Gritsenko, Xue-Han Xiong, J. Djolonga, Mostafa Dehghani +4 more
2023Computer Vision and Pattern Recognition40 citations Open access
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Do Vision-Language Pretrained Models Learn Composable Primitive Concepts?
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
2022Trans. Mach. Learn. Res.39 citations
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Does Vision-and-Language Pretraining Improve Lexical Grounding?
Tian Yun, Chen Sun, Ellie Pavlick
2021Conference on Empirical Methods in Natural Language Processing37 citations Open access
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Masking Modalities for Cross-modal Video Retrieval
Valentin Gabeur, Arsha Nagrani, Chen Sun, Alahari Karteek +1 more
2021IEEE Workshop/Winter Conference on Applications of Computer Vision33 citations Open access
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