Gao, Mingchen

17 publications

MIDL 2026 CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation Shantam Srivastava, Mahesh Bhosale, David Doermann, Mingchen Gao

MIDL 2026 Simplex-Aligned Diffusion with Cross-Granularity Interaction for Robust Medical Image Classification Chao Wu, Mingchen Gao

ICLRW 2025 Diagnosing the Effects of Pre-Training Data on Fine-Tuning and Subgroup Robustness for Occupational NER in Clinical Notes Dana Moukheiber, Saurabh Mahindre, Mingchen Gao

AISTATS 2024 Continual Domain Adversarial Adaptation via Double-Head Discriminators Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao

ECCV 2024 Training a Secure Model Against Data-Free Model Extraction Zhenyi Wang, Li Shen, Junfeng Guo, Tiehang Duan, Siyu Luan, Tongliang Liu, Mingchen Gao

ICCV 2023 Continual Segment: Towards a Single, Unified and Non-Forgetting Continual Segmentation Model of 143 Whole-Body Organs in CT Scans Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin

NeurIPS 2023 Defending Against Data-Free Model Extraction by Distributionally Robust Defensive Training Zhenyi Wang, Li Shen, Tongliang Liu, Tiehang Duan, Yanjun Zhu, Donglin Zhan, David Doermann, Mingchen Gao

CVPR 2023 MetaMix: Towards Corruption-Robust Continual Learning with Temporally Self-Adaptive Data Transformation Zhenyi Wang, Li Shen, Donglin Zhan, Qiuling Suo, Yanjun Zhu, Tiehang Duan, Mingchen Gao

ICLR 2023 Progressive Voronoi Diagram Subdivision Enables Accurate Data-Free Class-Incremental Learning Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu

ICLR 2022 Few-Shot Learning via Dirichlet Tessellation Ensemble Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

ICML 2022 Improving Task-Free Continual Learning by Distributionally Robust Memory Evolution Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Tiehang Duan, Mingchen Gao

CVPR 2022 Learning to Learn and Remember Super Long Multi-Domain Task Sequence Zhenyi Wang, Li Shen, Tiehang Duan, Donglin Zhan, Le Fang, Mingchen Gao

UAI 2022 Meta-Learning Without Data via Wasserstein Distributionally-Robust Model Fusion Zhenyi Wang, Xiaoyang Wang, Li Shen, Qiuling Suo, Kaiqiang Song, Dong Yu, Yan Shen, Mingchen Gao

ECCV 2022 Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Donglin Zhan, Tiehang Duan, Mingchen Gao

UAI 2021 Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu

ICCV 2021 Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness Zhenyi Wang, Tiehang Duan, Le Fang, Qiuling Suo, Mingchen Gao

CVPR 2011 Abnormal Detection Using Interaction Energy Potentials Xinyi Cui, Qingshan Liu, Mingchen Gao, Dimitris N. Metaxas