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UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning



Kunchang Li , Yali Wang , Peng Gao , Guanglu Song , Yu Liu , Hongsheng Li , Yu Qiao

* Published as a conference paper at ICLR 2022; 19pages, 7 figures 

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UniFormer: Unifying Convolution and Self-attention for Visual Recognition



Kunchang Li , Yali Wang , Junhao Zhang , Peng Gao , Guanglu Song , Yu Liu , Hongsheng Li , Yu Qiao

* Extended version of the paper accepted by ICLR2022 (arXiv:2201.04676) 

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Uniformer: Unified Transformer for Efficient Spatiotemporal Representation Learning



Kunchang Li , Yali Wang , Peng Gao , Guanglu Song , Yu Liu , Hongsheng Li , Yu Qiao

* 19pages, 7 figures 

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Self-slimmed Vision Transformer



Zhuofan Zong , Kunchang Li , Guanglu Song , Yali Wang , Yu Qiao , Biao Leng , Yu Liu


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INTERN: A New Learning Paradigm Towards General Vision



Jing Shao , Siyu Chen , Yangguang Li , Kun Wang , Zhenfei Yin , Yinan He , Jianing Teng , Qinghong Sun , Mengya Gao , Jihao Liu , Gengshi Huang , Guanglu Song , Yichao Wu , Yuming Huang , Fenggang Liu , Huan Peng , Shuo Qin , Chengyu Wang , Yujie Wang , Conghui He , Ding Liang , Yu Liu , Fengwei Yu , Junjie Yan , Dahua Lin , Xiaogang Wang , Yu Qiao


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UniNet: Unified Architecture Search with Convolution, Transformer, and MLP



Jihao Liu , Hongsheng Li , Guanglu Song , Xin Huang , Yu Liu

* technich report 

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FNAS: Uncertainty-Aware Fast Neural Architecture Search



Jihao Liu , Ming Zhang , Yangting Sun , Boxiao Liu , Guanglu Song , Yu Liu , Hongsheng Li


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Discriminability Distillation in Group Representation Learning



Manyuan Zhang , Guanglu Song , Hang Zhou , Yu Liu

* To appear in Proceedings of the European Conference on Computer Vision (ECCV), 2020 

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