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DEJA VU: Continual Model Generalization For Unseen Domains


Jan 25, 2023
Chenxi Liu, Lixu Wang, Lingjuan Lyu, Chen Sun, Xiao Wang, Qi Zhu

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* Published as a conference paper at ICLR 2023 

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REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory


Dec 10, 2022
Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi

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Contrastive introspection (ConSpec) to rapidly identify invariant steps for success


Oct 12, 2022
Chen Sun, Wannan Yang, Benjamin Alsbury-Nealy, Yoshua Bengio, Blake Richards

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TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency


Aug 14, 2022
Medhini Narasimhan, Arsha Nagrani, Chen Sun, Michael Rubinstein, Trevor Darrell, Anna Rohrbach, Cordelia Schmid

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* Accepted to ECCV 2022. Website: https://medhini.github.io/ivsum/ 

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Beyond Transfer Learning: Co-finetuning for Action Localisation


Jul 08, 2022
Anurag Arnab, Xuehan Xiong, Alexey Gritsenko, Rob Romijnders, Josip Djolonga, Mostafa Dehghani, Chen Sun, Mario Lučić, Cordelia Schmid

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Do Trajectories Encode Verb Meaning?


Jun 23, 2022
Dylan Ebert, Chen Sun, Ellie Pavlick

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* NAACL 2022 

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AVATAR: Unconstrained Audiovisual Speech Recognition


Jun 15, 2022
Valentin Gabeur, Paul Hongsuck Seo, Arsha Nagrani, Chen Sun, Karteek Alahari, Cordelia Schmid

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Learning Audio-Video Modalities from Image Captions


Apr 01, 2022
Arsha Nagrani, Paul Hongsuck Seo, Bryan Seybold, Anja Hauth, Santiago Manen, Chen Sun, Cordelia Schmid

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Do Vision-Language Pretrained Models Learn Primitive Concepts?


Mar 31, 2022
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun

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* Under review 

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Trajectory Balance: Improved Credit Assignment in GFlowNets


Jan 31, 2022
Nikolay Malkin, Moksh Jain, Emmanuel Bengio, Chen Sun, Yoshua Bengio

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* 14 pages 

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