Changjian Shui
Vector Institute(CA)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Machine Learning and Algorithms, Adversarial Robustness in Machine Learning, AI in cancer detection
Most-Cited Works
- → Common Spatial Pattern Reformulated for Regularizations in Brain–Computer Interfaces(2020)69 cited
- → Domain generalization via optimal transport with metric similarity learning(2021)65 cited
- → Deep Active Learning: Unified and Principled Method for Query and\n Training(2019)42 cited
- → Task Similarity Estimation Through Adversarial Multitask Neural Network(2020)30 cited
- → Discriminative active learning for domain adaptation(2021)25 cited
- → A novel domain adaptation theory with Jensen–Shannon divergence(2022)23 cited
- → On the benefits of representation regularization in invariance based domain generalization(2022)19 cited
- Domain Generalization with Optimal Transport and Metric Learning.(2020)
- → On Learning Fairness and Accuracy on Multiple Subgroups(2022)16 cited
- Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence.(2020)