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Framing Algorithmic Recourse for Anomaly Detection


Jun 29, 2022
Debanjan Datta, Feng Chen, Naren Ramakrishnan

* ACM SigKDD 2022, Research Track 

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Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs


Jun 26, 2022
Chunpai Wang, Daniel B. Neill, Feng Chen


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A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning


Jun 14, 2022
Zhen Guo, Zelin Wan, Qisheng Zhang, Xujiang Zhao, Feng Chen, Jin-Hee Cho, Qi Zhang, Lance M. Kaplan, Dong H. Jeong, Audun Jøsang

* First four authors contributed equally 

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Adaptive Fairness-Aware Online Meta-Learning for Changing Environments


May 26, 2022
Chen Zhao, Feng Mi, Xintao Wu, Kai Jiang, Latifur Khan, Feng Chen

* Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2022. arXiv admin note: text overlap with arXiv:2108.09435 

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S4OD: Semi-Supervised learning for Single-Stage Object Detection


Apr 09, 2022
Yueming Zhang, Xingxu Yao, Chao Liu, Feng Chen, Xiaolin Song, Tengfei Xing, Runbo Hu, Hua Chai, Pengfei Xu, Guoshan Zhang


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Lane detection with Position Embedding


Mar 23, 2022
Jun Xie, Jiacheng Han, Dezhen Qi, Feng Chen, Kaer Huang, Jianwei Shuai


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Interacting Attention Graph for Single Image Two-Hand Reconstruction


Mar 18, 2022
Mengcheng Li, Liang An, Hongwen Zhang, Lianpeng Wu, Feng Chen, Tao Yu, Yebin Liu

* To appear in CVPR 2022. Project page: http://www.liuyebin.com/IntagHand/Intaghand.html 

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Multi-Agent Policy Transfer via Task Relationship Modeling


Mar 09, 2022
Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu


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Layer Adaptive Deep Neural Networks for Out-of-distribution Detection


Mar 01, 2022
Haoliang Wang, Chen Zhao, Xujiang Zhao, Feng Chen

* accepted in PAKDD 2022 

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