| Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Nov 1, 2022 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 |
| Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning | Oct 18, 2022 | Domain AdaptationSemi-supervised Domain Adaptation | —Unverified | 0 |
| Enabling Heterogeneous Domain Adaptation in Multi-inhabitants Smart Home Activity Learning | Oct 18, 2022 | Domain AdaptationSemi-supervised Domain Adaptation | —Unverified | 0 |
| Segmentation-guided Domain Adaptation for Efficient Depth Completion | Oct 14, 2022 | Depth CompletionDomain Adaptation | —Unverified | 0 |
| Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration | Oct 2, 2022 | Domain Adaptationregression | CodeCode Available | 0 |
| Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection | Sep 5, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss | Aug 18, 2022 | Domain AdaptationImage-to-Image Translation | —Unverified | 0 |
| Federated Semi-Supervised Domain Adaptation via Knowledge Transfer | Jul 21, 2022 | Domain AdaptationFederated Learning | —Unverified | 0 |
| 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 |
| Multi-level Consistency Learning for Semi-supervised Domain Adaptation | May 9, 2022 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 |
| 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 |
| Probabilistic Contrastive Learning for Domain Adaptation | Nov 11, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Transferable Time-Series Forecasting under Causal Conditional Shift | Nov 5, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 |
| 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 |
| Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Aug 28, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| Few-Shot Domain Adaptation For End-to-End Communication | Aug 2, 2021 | DecoderDomain Adaptation | CodeCode Available | 1 |
