| Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation | Jun 4, 2025 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning | Mar 21, 2024 | ClusteringContrastive Learning | CodeCode Available | 1 |
| LEAD: Learning Decomposition for Source-free Universal Domain Adaptation | Mar 6, 2024 | Domain AdaptationTransfer Learning | CodeCode Available | 1 |
| MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation | Dec 13, 2023 | Domain AdaptationTransfer Learning | CodeCode Available | 1 |
| Universal Domain Adaptation from Foundation Models: A Baseline Study | May 18, 2023 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition | Apr 20, 2023 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| Upcycling Models under Domain and Category Shift | Mar 13, 2023 | ClusteringDomain Adaptation | CodeCode Available | 1 |
| Domain Adaptation for Time Series Under Feature and Label Shifts | Feb 6, 2023 | Domain AdaptationTime Series | CodeCode Available | 1 |
| DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Feb 3, 2023 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 |
| Universal Domain Adaptation for Remote Sensing Image Scene Classification | Jan 26, 2023 | ClassificationDomain Adaptation | CodeCode Available | 1 |
