| Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation | Dec 16, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier | Nov 21, 2022 | AllContrastive Learning | —Unverified | 0 |
| Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Nov 1, 2022 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 |
| Unified Optimal Transport Framework for Universal Domain Adaptation | Oct 31, 2022 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 |
| Subsidiary Prototype Alignment for Universal Domain Adaptation | Oct 28, 2022 | Domain AdaptationObject Recognition | —Unverified | 0 |
| HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks | Oct 17, 2022 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| Provably Uncertainty-Guided Universal Domain Adaptation | Sep 19, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation | Jul 19, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox | Jul 10, 2022 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 |
| OneRing: A Simple Method for Source-free Open-partial Domain Adaptation | Jun 7, 2022 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation | Jan 1, 2022 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| UMAD: Universal Model Adaptation under Domain and Category Shift | Dec 16, 2021 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| 2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition | Oct 27, 2021 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data | Jul 23, 2021 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation | Jul 5, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Universal Domain Adaptation in Ordinal Regression | Jun 22, 2021 | Age EstimationClustering | —Unverified | 0 |
| Domain Consensus Clustering for Universal Domain Adaptation | Jun 5, 2021 | ClusteringDomain Adaptation | CodeCode Available | 0 |
| On Universal Black-Box Domain Adaptation | Apr 10, 2021 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| OVANet: One-vs-All Network for Universal Domain Adaptation | Apr 7, 2021 | AllDomain Adaptation | CodeCode Available | 1 |
| Divergence Optimization for Noisy Universal Domain Adaptation | Apr 1, 2021 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
| Active Universal Domain Adaptation | Jan 1, 2021 | Active LearningDomain Adaptation | —Unverified | 0 |
| Universal Multi-Source Domain Adaptation | Nov 5, 2020 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| Unveiling Class-Labeling Structure for Universal Domain Adaptation | Oct 10, 2020 | Domain AdaptationUniversal Domain Adaptation | —Unverified | 0 |
| Learning to Detect Open Classes for Universal Domain Adaptation | Aug 1, 2020 | Domain AdaptationUniversal Domain Adaptation | CodeCode Available | 1 |
