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Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models


Sep 01, 2022
Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan


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Video Graph Transformer for Video Question Answering


Jul 18, 2022
Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan

* ECCV'22 

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Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning


Jun 25, 2022
Yang Yue, Bingyi Kang, Zhongwen Xu, Gao Huang, Shuicheng Yan

* 17 pages, 4 figures 

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EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine


Jun 21, 2022
Jiayi Weng, Min Lin, Shengyi Huang, Bo Liu, Denys Makoviichuk, Viktor Makoviychuk, Zichen Liu, Yufan Song, Ting Luo, Yukun Jiang, Zhongwen Xu, Shuicheng Yan


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Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks


Jun 14, 2022
Jiachun Pan, Pan Zhou, Shuicheng Yan


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Inception Transformer


May 26, 2022
Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan

* Code and models will be released at https://github.com/sail-sg/iFormer 

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$O(N^2)$ Universal Antisymmetry in Fermionic Neural Networks


May 26, 2022
Tianyu Pang, Shuicheng Yan, Min Lin


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ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization


Apr 30, 2022
Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan, Meng Wang


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