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DepGraph: Towards Any Structural Pruning


Jan 30, 2023
Gongfan Fang, Xinyin Ma, Mingli Song, Michael Bi Mi, Xinchao Wang

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Recent advances in artificial intelligence for retrosynthesis


Jan 14, 2023
Zipeng Zhong, Jie Song, Zunlei Feng, Tiantao Liu, Lingxiang Jia, Shaolun Yao, Tingjun Hou, Mingli Song

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* 27 pages, 6 figurs, 4 tables 

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Is ProtoPNet Really Explainable? Evaluating and Improving the Interpretability of Prototypes


Dec 12, 2022
Qihan Huang, Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song

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SASFormer: Transformers for Sparsely Annotated Semantic Segmentation


Dec 06, 2022
Hui Su, Yue Ye, Wei Hua, Lechao Cheng, Mingli Song

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* 7 pages, 4 figures, 5 tables; version2.0 

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Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation


Nov 30, 2022
Siqi Fan, Fenghua Zhu, Zunlei Feng, Yisheng Lv, Mingli Song, Fei-Yue Wang

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Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition


Nov 23, 2022
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song

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A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges


Nov 15, 2022
Yunpeng Qing, Shunyu Liu, Jie Song, Mingli Song

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Attention Diversification for Domain Generalization


Oct 09, 2022
Rang Meng, Xianfeng Li, Weijie Chen, Shicai Yang, Jie Song, Xinchao Wang, Lei Zhang, Mingli Song, Di Xie, Shiliang Pu

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* European Conference on Computer Vision (ECCV 2022) 
* ECCV 2022. Code available at https://github.com/hikvision-research/DomainGeneralization 

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A Survey of Neural Trees


Sep 07, 2022
Haoling Li, Jie Song, Mengqi Xue, Haofei Zhang, Jingwen Ye, Lechao Cheng, Mingli Song

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* 35 pages, 7 figures and 1 table 

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ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition


Aug 22, 2022
Mengqi Xue, Qihan Huang, Haofei Zhang, Lechao Cheng, Jie Song, Minghui Wu, Mingli Song

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* Arxiv preprint; 9 pages, 6 figures, 2 tables 

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