Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series AnalysisACM Conference on Health, Inference, and Learning (CHIL), 2025 |
Efficient Source-Free Time-Series Adaptation via Parameter Subspace DisentanglementInternational Conference on Learning Representations (ICLR), 2024 |
Deep Unsupervised Domain Adaptation for Time Series Classification: a BenchmarkData mining and knowledge discovery (DMKD), 2023 |
Label-efficient Time Series Representation Learning: A ReviewIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 |
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 |