| Uncertainty-Guided Mixup for Semi-Supervised Domain Adaptation without Source Data | Jul 14, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation | Jul 12, 2021 | 3D Unsupervised Domain AdaptationData Augmentation | CodeCode Available | 1 |
| Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer | Jul 7, 2021 | DiversityDomain Adaptation | CodeCode Available | 1 |
| CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation | Jun 30, 2021 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Cross-hospital Sepsis Early Detection via Semi-supervised Optimal Transport with Self-paced Ensemble | Jun 18, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 |
| Gradual Domain Adaptation via Self-Training of Auxiliary Models | Jun 18, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | —Unverified | 0 |
| AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation | Jun 8, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 |
| Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment | Jun 5, 2021 | Domain Adaptationimage-classification | —Unverified | 0 |
| Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank | Apr 27, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning | Apr 22, 2021 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation | Apr 19, 2021 | ClusteringDomain Adaptation | CodeCode Available | 1 |
| ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation | Apr 19, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training | Apr 1, 2021 | Domain AdaptationRepresentation Learning | —Unverified | 0 |
| Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation | Mar 8, 2021 | Domain AdaptationSemantic Segmentation | CodeCode Available | 0 |
| Connecting convex energy-based inference and optimal transport for domain adaptation | Feb 26, 2021 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency | Jan 29, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 |
| Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation | Jan 18, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation | Jan 7, 2021 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation | Jan 5, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | —Unverified | 0 |
| Pair-based Self-Distillation for Semi-supervised Domain Adaptation | Jan 1, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | —Unverified | 0 |
| Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation | Dec 7, 2020 | Domain AdaptationQ-Learning | —Unverified | 0 |
| Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation | Dec 4, 2020 | Domain Adaptationimage-classification | —Unverified | 0 |
| Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations | Dec 1, 2020 | Dependency ParsingDomain Adaptation | —Unverified | 0 |
| Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition | Nov 11, 2020 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation | Oct 9, 2020 | Domain Adaptationregression | —Unverified | 0 |