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Parameter-Efficient Image-to-Video Transfer Learning



Junting Pan , Ziyi Lin , Xiatian Zhu , Jing Shao , Hongsheng Li


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1st Place Solutions for RxR-Habitat Vision-and-Language Navigation Competition (CVPR 2022)



Dong An , Zun Wang , Yangguang Li , Yi Wang , Yicong Hong , Yan Huang , Liang Wang , Jing Shao

* Winner of the 2nd RxR-Habitat Competition @ CVPR2022 

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Robust Face Anti-Spoofing with Dual Probabilistic Modeling



Yuanhan Zhang , Yichao Wu , Zhenfei Yin , Jing Shao , Ziwei Liu


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ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification



Meiqi Chen , Yixin Cao , Kunquan Deng , Mukai Li , Kun Wang , Jing Shao , Yan Zhang


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Few-shot Forgery Detection via Guided Adversarial Interpolation



Haonan Qiu , Siyu Chen , Bei Gan , Kun Wang , Huafeng Shi , Jing Shao , Ziwei Liu


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Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction



Yubo Ma , Zehao Wang , Yixin Cao , Mukai Li , Meiqi Chen , Kun Wang , Jing Shao

* Accepted by ACL 2022 main conference 

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X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation



Yinan He , Gengshi Huang , Siyu Chen , Jianing Teng , Wang Kun , Zhenfei Yin , Lu Sheng , Ziwei Liu , Yu Qiao , Jing Shao

* 12 pages, 4 figures 

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Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy



Yuanhan Zhang , Qinghong Sun , Yichun Zhou , Zexin He , Zhenfei Yin , Kun Wang , Lu Sheng , Yu Qiao , Jing Shao , Ziwei Liu

* Bamboo is available at https://github.com/Davidzhangyuanhan/Bamboo 

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Democratizing Contrastive Language-Image Pre-training: A CLIP Benchmark of Data, Model, and Supervision



Yufeng Cui , Lichen Zhao , Feng Liang , Yangguang Li , Jing Shao

* 7 pages, 1 figures 

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