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Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology



Yunlong Zhang , Yuxuan Sun , Honglin Li , Sunyi Zheng , Chenglu Zhu , Lin Yang

* MICAAI2022 

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Model-based Offline Imitation Learning with Non-expert Data



Jeongwon Park , Lin Yang


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Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation



Yuxin Kang , Hansheng Li , Xuan Zhao , Dongqing Hu , Feihong Liu , Lei Cui , Jun Feng , Lin Yang

* 10 pages, 5 figures 

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Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis



Yunlong Zhang , Xin Lin , Yihong Zhuang , LiyanSun , Yue Huang , Xinghao Ding , Guisheng Wang , Lin Yang , Yizhou Yu


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Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images



Shichuan Zhang , Chenglu Zhu , Honglin Li , Jiatong Cai , Lin Yang


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Distributed Bandits with Heterogeneous Agents



Lin Yang , Yu-zhen Janice Chen , Mohammad Hajiesmaili , John CS Lui , Don Towsley


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Modelling matrix time series via a tensor CP-decomposition



Jinyuan Chang , Jing He , Lin Yang , Qiwei Yao


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Hybrid Curriculum Learning for Emotion Recognition in Conversation



Lin Yang , Yi Shen , Yue Mao , Longjun Cai

* Accepted by AAAI-2022 

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Online Speaker Diarization with Graph-based Label Generation



Yucong Zhang , Qinjian Lin , Weiqing Wang , Lin Yang , Xuyang Wang , Junjie Wang , Ming Li


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Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection



Shiwei Zhang , Wei Ke , Lin Yang , Qixiang Ye , Xiaopeng Hong , Yihong Gong , Tong Zhang


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