| Divide and Adapt: Active Domain Adaptation via Customized Learning | Jul 21, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Semi-supervised Domain Adaptation via Minimax Entropy | Apr 13, 2019 | Domain AdaptationMME | CodeCode Available | 1 | 5 |
| AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation | Jun 8, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Few-Shot Domain Adaptation For End-to-End Communication | Aug 2, 2021 | DecoderDomain Adaptation | CodeCode Available | 1 | 5 |
| Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation | Jan 18, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation | Apr 19, 2021 | ClusteringDomain Adaptation | CodeCode Available | 1 | 5 |
| Transferable Time-Series Forecasting under Causal Conditional Shift | Nov 5, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning | May 4, 2023 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Multi-level Consistency Learning for Semi-supervised Domain Adaptation | May 9, 2022 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 | 5 |
| MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation | Jan 18, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Aug 28, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 | 5 |
| Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation | Jul 18, 2020 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning | Jul 6, 2023 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| Semi-Supervised Domain Adaptation with Source Label Adaptation | Feb 5, 2023 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation | Jul 24, 2020 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation | Jul 12, 2021 | 3D Unsupervised Domain AdaptationData Augmentation | CodeCode Available | 1 | 5 |
| Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer | Jul 7, 2021 | DiversityDomain Adaptation | CodeCode Available | 1 | 5 |
| Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank | Apr 27, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Nov 1, 2022 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| Probabilistic Contrastive Learning for Domain Adaptation | Nov 11, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation | Jan 7, 2021 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation | Jan 22, 2020 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 | 5 |
| ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation | Apr 19, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud | Dec 6, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection | Feb 3, 2023 | Anomaly DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling | Jun 20, 2024 | DisentanglementDomain Adaptation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation | Aug 13, 2020 | 2D Pose EstimationDomain Adaptation | CodeCode Available | 0 | 5 |
| Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation | Nov 29, 2021 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 | 5 |
| Semi-supervised Domain Adaptive Structure Learning | Dec 12, 2021 | Domain AdaptationRepresentation Learning | CodeCode Available | 0 | 5 |
| Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation | Jan 16, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 | 5 |
| Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection | Jun 17, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series | Oct 9, 2024 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Semi-supervised Domain Adaptation for Dependency Parsing | Jul 1, 2019 | Chinese Dependency ParsingDependency Parsing | CodeCode Available | 0 | 5 |
| RoHan: Robust Hand Detection in Operation Room | Jan 14, 2025 | Data AugmentationDomain Adaptation | CodeCode Available | 0 | 5 |
| Semi-Supervised Domain Adaptation for Wildfire Detection | Apr 2, 2024 | Domain Adaptationobject-detection | CodeCode Available | 0 | 5 |
| Open Set Domain Adaptation for Image and Action Recognition | Jul 30, 2019 | Action RecognitionDomain Adaptation | CodeCode Available | 0 | 5 |
| Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation | Nov 22, 2022 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 | 5 |
| Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019 | Oct 8, 2019 | Domain AdaptationSelf-Learning | CodeCode Available | 0 | 5 |
| Reducing Domain Gap by Reducing Style Bias | Oct 25, 2019 | Domain AdaptationDomain Generalization | CodeCode Available | 0 | 5 |
| Contradictory Structure Learning for Semi-supervised Domain Adaptation | Feb 6, 2020 | ClusteringDomain Adaptation | CodeCode Available | 0 | 5 |
| Causality-oriented robustness: exploiting general noise interventions | Jul 18, 2023 | Causal InferenceDomain Adaptation | CodeCode Available | 0 | 5 |
| Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling | Mar 24, 2024 | Active LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation | Mar 8, 2021 | Domain AdaptationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection | Sep 5, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training | Jul 31, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 0 | 5 |
| Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration | Oct 2, 2022 | Domain Adaptationregression | CodeCode Available | 0 | 5 |
| Hard Class Rectification for Domain Adaptation | Aug 8, 2020 | Domain AdaptationSemi-supervised Domain Adaptation | CodeCode Available | 0 | 5 |
| A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping | May 25, 2020 | Domain AdaptationManagement | CodeCode Available | 0 | 5 |
