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Recommender Transformers with Behavior Pathways


Jun 13, 2022
Zhiyu Yao, Xinyang Chen, Sinan Wang, Qinyan Dai, Yumeng Li, Tanchao Zhu, Mingsheng Long


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Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models


Jun 08, 2022
Yang Shu, Zhangjie Cao, Ziyang Zhang, Jianmin Wang, Mingsheng Long


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Non-stationary Transformers: Rethinking the Stationarity in Time Series Forecasting


May 31, 2022
Yong Liu, Haixu Wu, Jianmin Wang, Mingsheng Long


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MetaSets: Meta-Learning on Point Sets for Generalizable Representations


Apr 15, 2022
Chao Huang, Zhangjie Cao, Yunbo Wang, Jianmin Wang, Mingsheng Long

* 13 pages, CVPR 2021 

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Continual Predictive Learning from Videos


Apr 12, 2022
Geng Chen, Wendong Zhang, Han Lu, Siyu Gao, Yunbo Wang, Mingsheng Long, Xiaokang Yang

* Accepted by CVPR 2022 (Oral). Code is available at https://github.com/jc043/CPL 

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A Roadmap for Big Model


Apr 02, 2022
Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiaozhi Wang, Jifan Yu, Xin Lv, Zhou Shao, Jiaao He, Yankai Lin, Xu Han, Zhenghao Liu, Ning Ding, Yongming Rao, Yizhao Gao, Liang Zhang, Ming Ding, Cong Fang, Yisen Wang, Mingsheng Long, Jing Zhang, Yinpeng Dong, Tianyu Pang, Peng Cui, Lingxiao Huang, Zheng Liang, Huawei Shen, Hui Zhang, Quanshi Zhang, Qingxiu Dong, Zhixing Tan, Mingxuan Wang, Shuo Wang, Long Zhou, Haoran Li, Junwei Bao, Yingwei Pan, Weinan Zhang, Zhou Yu, Rui Yan, Chence Shi, Minghao Xu, Zuobai Zhang, Guoqiang Wang, Xiang Pan, Mengjie Li, Xiaoyu Chu, Zijun Yao, Fangwei Zhu, Shulin Cao, Weicheng Xue, Zixuan Ma, Zhengyan Zhang, Shengding Hu, Yujia Qin, Chaojun Xiao, Zheni Zeng, Ganqu Cui, Weize Chen, Weilin Zhao, Yuan Yao, Peng Li, Wenzhao Zheng, Wenliang Zhao, Ziyi Wang, Borui Zhang, Nanyi Fei, Anwen Hu, Zenan Ling, Haoyang Li, Boxi Cao, Xianpei Han, Weidong Zhan, Baobao Chang, Hao Sun, Jiawen Deng, Chujie Zheng, Juanzi Li, Lei Hou, Xigang Cao, Jidong Zhai, Zhiyuan Liu, Maosong Sun, Jiwen Lu, Zhiwu Lu, Qin Jin, Ruihua Song, Ji-Rong Wen, Zhouchen Lin, Liwei Wang, Hang Su, Jun Zhu, Zhifang Sui, Jiajun Zhang, Yang Liu, Xiaodong He, Minlie Huang, Jian Tang, Jie Tang

* arXiv admin note: text overlap with arXiv:2107.06499 by other authors 

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From Big to Small: Adaptive Learning to Partial-Set Domains


Mar 14, 2022
Zhangjie Cao, Kaichao You, Ziyang Zhang, Jianmin Wang, Mingsheng Long

* accepted to TPAMI in 2022 

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Debiased Pseudo Labeling in Self-Training


Feb 18, 2022
Baixu Chen, Junguang Jiang, Ximei Wang, Jianmin Wang, Mingsheng Long


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Flowformer: Linearizing Transformers with Conservation Flows


Feb 13, 2022
Haixu Wu, Jialong Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long


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