| Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation | Jun 4, 2025 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation | Apr 16, 2025 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Optimal Transport and Adaptive Thresholding for Universal Domain Adaptation on Time Series | Mar 14, 2025 | Domain AdaptationTime Series | CodeCode Available | 0 |
| Universal Domain Adaptation for Semantic Segmentation | Jan 1, 2025 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Reducing Source-Private Bias in Extreme Universal Domain Adaptation | Oct 15, 2024 | Domain AdaptationSelf-Supervised Learning | —Unverified | 0 |
| Prototypical Partial Optimal Transport for Universal Domain Adaptation | Aug 2, 2024 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model | Jul 19, 2024 | Domain AdaptationOut-of-Distribution Detection | CodeCode Available | 0 |
| GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning | Mar 21, 2024 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias | Mar 17, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| LEAD: Learning Decomposition for Source-free Universal Domain Adaptation | Mar 6, 2024 | Domain AdaptationTransfer Learning | CodeCode Available | 1 |
| COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation | Jan 31, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation | Dec 13, 2023 | Domain AdaptationTransfer Learning | CodeCode Available | 1 |
| A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting | Dec 8, 2023 | Domain AdaptationPartial Domain Adaptation | —Unverified | 0 |
| Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP | Oct 23, 2023 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 0 |
| Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation | Oct 9, 2023 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation | Aug 21, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 0 |
| Universal Domain Adaptation from Foundation Models: A Baseline Study | May 18, 2023 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| Generalized Universal Domain Adaptation with Generative Flow Networks | May 8, 2023 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| Universal Domain Adaptation via Compressive Attention Matching | Apr 24, 2023 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| 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 |
| Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier | Jan 1, 2023 | AllContrastive Learning | CodeCode Available | 0 |
