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Mingchen Gao

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Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities

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Mar 27, 2024
Dana Moukheiber, Saurabh Mahindre, Lama Moukheiber, Mira Moukheiber, Mingchen Gao

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Continual Domain Adversarial Adaptation via Double-Head Discriminators

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Feb 05, 2024
Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao

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Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans

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Feb 04, 2023
Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Jingren Zhou, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin

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Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions

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Sep 03, 2022
Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Donglin Zhan, Tiehang Duan, Mingchen Gao

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Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning

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Jul 28, 2022
Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu

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Improving Task-free Continual Learning by Distributionally Robust Memory Evolution

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Jul 15, 2022
Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Tiehang Duan, Mingchen Gao

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A Bayesian Detect to Track System for Robust Visual Object Tracking and Semi-Supervised Model Learning

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May 05, 2022
Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao

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Learning Individual Interactions from Population Dynamics with Discrete-Event Simulation Model

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May 04, 2022
Yan Shen, Fan Yang, Mingchen Gao, Wen Dong

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Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach

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Feb 05, 2022
Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

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FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation

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Oct 24, 2021
Yan Shen, Jian Du, Hao Zhang, Benyu Zhang, Zhanghexuan Ji, Mingchen Gao

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