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Frozen CLIP Models are Efficient Video Learners


Aug 06, 2022
Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li

* ECCV 2022 

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Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning


Jul 20, 2022
Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas

* Accepted to ECCV 2022 

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Explainable Fairness in Recommendation


Apr 24, 2022
Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang


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Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)


Apr 06, 2022
Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang


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Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning


Feb 17, 2022
Juntao Tan, Shijie Geng, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Yunqi Li, Yongfeng Zhang

* To be published at the Web Conference 2022 (WWW 2022) 

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COMPOSER: Compositional Learning of Group Activity in Videos


Dec 11, 2021
Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf


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A Simple Long-Tailed Recognition Baseline via Vision-Language Model


Nov 29, 2021
Teli Ma, Shijie Geng, Mengmeng Wang, Jing Shao, Jiasen Lu, Hongsheng Li, Peng Gao, Yu Qiao


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Audio-Visual Scene-Aware Dialog and Reasoning using Audio-Visual Transformers with Joint Student-Teacher Learning


Oct 13, 2021
Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori

* https://dstc10.dstc.community/home and https://github.com/dialogtekgeek/AVSD-DSTC10_Official/ 

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CLIP-Adapter: Better Vision-Language Models with Feature Adapters


Oct 09, 2021
Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao

* Technical Report 

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Dense Contrastive Visual-Linguistic Pretraining


Sep 24, 2021
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su

* Accepted by ACM Multimedia 2021. arXiv admin note: text overlap with arXiv:2007.13135 

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