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Masked Frequency Modeling for Self-Supervised Visual Pre-Training



Jiahao Xie , Wei Li , Xiaohang Zhan , Ziwei Liu , Yew Soon Ong , Chen Change Loy

* Project page: https://www.mmlab-ntu.com/project/mfm/index.html 

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Neural Prompt Search



Yuanhan Zhang , Kaiyang Zhou , Ziwei Liu

* Code: https://github.com/Davidzhangyuanhan/NOAH 

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Sparse Fusion Mixture-of-Experts are Domain Generalizable Learners



Bo Li , Jingkang Yang , Jiawei Ren , Yezhen Wang , Ziwei Liu

* ArXiv preprint, work still in progress 

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Text2Human: Text-Driven Controllable Human Image Generation



Yuming Jiang , Shuai Yang , Haonan Qiu , Wayne Wu , Chen Change Loy , Ziwei Liu

* SIGGRAPH 2022; Project Page: https://yumingj.github.io/projects/Text2Human.html, Codes available at https://github.com/yumingj/Text2Human 

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Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions



Xinpeng Ding , Ziwei Liu , Xiaomeng Li


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AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars



Fangzhou Hong , Mingyuan Zhang , Liang Pan , Zhongang Cai , Lei Yang , Ziwei Liu

* SIGGRAPH 2022; Project Page https://hongfz16.github.io/projects/AvatarCLIP.html Codes available at https://github.com/hongfz16/AvatarCLIP 

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HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling



Zhongang Cai , Daxuan Ren , Ailing Zeng , Zhengyu Lin , Tao Yu , Wenjia Wang , Xiangyu Fan , Yang Gao , Yifan Yu , Liang Pan , Fangzhou Hong , Mingyuan Zhang , Chen Change Loy , Lei Yang , Ziwei Liu

* Homepage: https://caizhongang.github.io/projects/HuMMan/ 

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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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