| Adaptation of Surgical Activity Recognition Models Across Operating Rooms | Jul 7, 2022 | Activity RecognitionDomain Adaptation | —Unverified | 0 |
| ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training | Jun 5, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation | May 23, 2022 | Active LearningDomain Adaptation | —Unverified | 0 |
| Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network | May 1, 2022 | Dependency ParsingDomain Adaptation | —Unverified | 0 |
| Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation | Apr 30, 2022 | Domain AdaptationSemantic Segmentation | —Unverified | 0 |
| Con^2DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations | Apr 4, 2022 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 |
| Positive-Unlabeled Domain Adaptation | Feb 11, 2022 | Domain AdaptationObject Recognition | —Unverified | 0 |
| Semi-supervised Domain Adaptive Structure Learning | Dec 12, 2021 | Domain AdaptationRepresentation Learning | CodeCode Available | 0 |
| Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation | Nov 29, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 |
| Semi-supervised Domain Adaptation for Semantic Segmentation | Oct 20, 2021 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Dynamic Feature Alignment for Semi-supervised Domain Adaptation | Oct 18, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | —Unverified | 0 |
| Cycle monotonicity of adversarial attacks for optimal domain adaptation | Sep 29, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | —Unverified | 0 |
| Uncertainty-Guided Mixup for Semi-Supervised Domain Adaptation without Source Data | Jul 14, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation | Jun 30, 2021 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Gradual Domain Adaptation via Self-Training of Auxiliary Models | Jun 18, 2021 | Domain AdaptationSemi-supervised Domain 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 |
| Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment | Jun 5, 2021 | Domain Adaptationimage-classification | —Unverified | 0 |
| Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning | Apr 22, 2021 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| 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 |
| 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 |