Domain generalization via optimal transport with metric similarity learning
Zhou, Fan, Jiang, Zhuqing, Shui, Changjian, Wang, Boyu, Chaib-draa, Brahim
Published in Neurocomputing (Amsterdam) (07.10.2021)
Published in Neurocomputing (Amsterdam) (07.10.2021)
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Journal Article
A novel domain adaptation theory with Jensen–Shannon divergence
Shui, Changjian, Chen, Qi, Wen, Jun, Zhou, Fan, Gagné, Christian, Wang, Boyu
Published in Knowledge-based systems (05.12.2022)
Published in Knowledge-based systems (05.12.2022)
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Journal Article
Discriminative active learning for domain adaptation
Zhou, Fan, Shui, Changjian, Yang, Shichun, Huang, Bincheng, Wang, Boyu, Chaib-draa, Brahim
Published in Knowledge-based systems (21.06.2021)
Published in Knowledge-based systems (21.06.2021)
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Journal Article
Episodic task agnostic contrastive training for multi-task learning
Zhou, Fan, Chen, Yuyi, Wen, Jun, Zeng, Qiuhao, Shui, Changjian, Ling, Charles X., Yang, Shichun, Wang, Boyu
Published in Neural networks (01.05.2023)
Published in Neural networks (01.05.2023)
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Journal Article
On the Benefits of Two Dimensional Metric Learning
Wu, Di, Zhou, Fan, Wang, Boyu, Lao, Qicheng, Wong, Chi Man, Shui, Changjian, Zhou, Yuan, Wan, Feng
Published in IEEE transactions on knowledge and data engineering (01.02.2023)
Published in IEEE transactions on knowledge and data engineering (01.02.2023)
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Journal Article
Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces
Wang, Boyu, Wong, Chi Man, Kang, Zhao, Liu, Feng, Shui, Changjian, Wan, Feng, Chen, C. L. Philip
Published in IEEE transactions on cybernetics (01.10.2021)
Published in IEEE transactions on cybernetics (01.10.2021)
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Journal Article
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning
Li, Jiaqi, Lai, Yuanhao, Wang, Rui, Shui, Changjian, Sahoo, Sabyasachi, Ling, Charles X., Yang, Shichun, Wang, Boyu, Gagne, Christian, Zhou, Fan
Published in IEEE transactions on knowledge and data engineering (25.06.2024)
Published in IEEE transactions on knowledge and data engineering (25.06.2024)
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Journal Article
Label shift conditioned hybrid querying for deep active learning
Li, Jiaqi, Kong, Haojia, Xu, Gezheng, Shui, Changjian, Pu, Ruizhi, Kang, Zhao, Ling, Charles X., Wang, Boyu
Published in Knowledge-based systems (15.08.2023)
Published in Knowledge-based systems (15.08.2023)
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Journal Article
Towards More General Loss and Setting in Unsupervised Domain Adaptation
Shui, Changjian, Pu, Ruizhi, Xu, Gezheng, Wen, Jun, Zhou, Fan, Gagne, Christian, Ling, Charles X., Wang, Boyu
Published in IEEE transactions on knowledge and data engineering (01.10.2023)
Published in IEEE transactions on knowledge and data engineering (01.10.2023)
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Journal Article
Intersectional Unfairness Discovery
Xu, Gezheng, Chen, Qi, Ling, Charles, Wang, Boyu, Shui, Changjian
Published in arXiv.org (07.06.2024)
Published in arXiv.org (07.06.2024)
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Journal Article
Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis
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Journal Article
Information Gain Sampling for Active Learning in Medical Image Classification
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Journal Article
Fair Representation Learning through Implicit Path Alignment
Shui, Changjian, Chen, Qi, Li, Jiaqi, Wang, Boyu, Gagné, Christian
Published in arXiv.org (26.05.2022)
Published in arXiv.org (26.05.2022)
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Journal Article
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis
Shui, Changjian, Szeto, Justin, Mehta, Raghav, Arnold, Douglas L, Arbel, Tal
Published in arXiv.org (20.07.2023)
Published in arXiv.org (20.07.2023)
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Journal Article
Gap Minimization for Knowledge Sharing and Transfer
Wang, Boyu, Mendez, Jorge, Shui, Changjian, Zhou, Fan, Wu, Di, Xu, Gezheng, Gagné, Christian, Eaton, Eric
Published in arXiv.org (13.01.2023)
Published in arXiv.org (13.01.2023)
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Journal Article