| Universal Domain Adaptation for Semantic Segmentation | Jan 1, 2025 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| Optimal Transport and Adaptive Thresholding for Universal Domain Adaptation on Time Series | Mar 14, 2025 | Domain AdaptationTime Series | CodeCode Available | 0 | 5 |
| Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier | Jan 1, 2023 | AllContrastive Learning | CodeCode Available | 0 | 5 |
| Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias | Mar 17, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| Handling new target classes in semantic segmentation with domain adaptation | Apr 2, 2020 | Domain AdaptationScene Segmentation | CodeCode Available | 0 | 5 |
| COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation | Aug 21, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 0 | 5 |
| COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation | Jan 31, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation | Oct 9, 2023 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| Prototypical Partial Optimal Transport for Universal Domain Adaptation | Aug 2, 2024 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| 2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition | Oct 27, 2021 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| Active Universal Domain Adaptation | Jan 1, 2021 | Active LearningDomain Adaptation | —Unverified | 0 | 0 |
| Provably Uncertainty-Guided Universal Domain Adaptation | Sep 19, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| A Sample Selection Approach for Universal Domain Adaptation | Jan 14, 2020 | DiversityDomain Adaptation | —Unverified | 0 | 0 |
| A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting | Dec 8, 2023 | Domain AdaptationPartial Domain Adaptation | —Unverified | 0 | 0 |
| Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier | Nov 21, 2022 | AllContrastive Learning | —Unverified | 0 | 0 |
| Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation | Jul 19, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| Generalized Universal Domain Adaptation with Generative Flow Networks | May 8, 2023 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation | Jan 1, 2022 | Contrastive LearningDomain Adaptation | —Unverified | 0 | 0 |
| Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation | Dec 16, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 | 0 |
| Reducing Source-Private Bias in Extreme Universal Domain Adaptation | Oct 15, 2024 | Domain AdaptationSelf-Supervised Learning | —Unverified | 0 | 0 |
| Subsidiary Prototype Alignment for Universal Domain Adaptation | Oct 28, 2022 | Domain AdaptationObject Recognition | —Unverified | 0 | 0 |
| Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox | Jul 10, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
| UMAD: Universal Model Adaptation under Domain and Category Shift | Dec 16, 2021 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 | 0 |
