Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Aug 2, 2021 Domain Adaptation image-classification
Code Code Available 5 Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Jan 31, 2024 Continual Learning Domain Adaptation
Code Code Available 5 Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Sep 30, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available 5 Open Set Domain Adaptation: Theoretical Bound and Algorithm Jul 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Continual Unsupervised Domain Adaptation for Semantic Segmentation Oct 19, 2020 Autonomous Driving Continual Learning
Code Code Available 5 Adversarial Feature Augmentation for Unsupervised Domain Adaptation Nov 23, 2017 Data Augmentation Domain Adaptation
Code Code Available 5 A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation Sep 5, 2018 Domain Adaptation Translation
Code Code Available 5 MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Jan 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Dec 11, 2018 Domain Adaptation Segmentation
Code Code Available 5 Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Mar 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available 5 Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation Jan 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jul 5, 2020 Domain Adaptation Relation
Code Code Available 5 Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation Jul 1, 2018 Domain Adaptation speech-recognition
Code Code Available 5 Moment Matching for Multi-Source Domain Adaptation Dec 4, 2018 Benchmarking Domain Adaptation
Code Code Available 5 Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Aug 26, 2019 Domain Adaptation Segmentation
Code Code Available 5 Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Nov 28, 2017 Domain Adaptation General Classification
Code Code Available 5 MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 Consistency Regularization for Domain Adaptation Aug 23, 2022 Domain Adaptation Self-Learning
Code Code Available 5 Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation May 27, 2024 Depth Estimation Domain Adaptation
Code Code Available 5 AUC-Oriented Domain Adaptation: From Theory to Algorithm Aug 10, 2023 Disease Prediction Domain Adaptation
Code Code Available 5 MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Mar 2, 2025 Denoising Domain Adaptation
Code Code Available 5 Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments Mar 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Adversarial Distribution Balancing for Counterfactual Reasoning Nov 28, 2023 counterfactual Counterfactual Reasoning
Code Code Available 5 Attending to Discriminative Certainty for Domain Adaptation Jun 8, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Mar 6, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 MC-PanDA: Mask Confidence for Panoptic Domain Adaptation Jul 19, 2024 Domain Adaptation Panoptic Segmentation
Code Code Available 5 Memory-aware curriculum federated learning for breast cancer classification Jul 6, 2021 Breast Cancer Detection Cancer Classification
Code Code Available 5 Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Mar 25, 2019 Domain Adaptation Transfer Learning
Code Code Available 5 Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Aug 2, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object Pose May 18, 2023 6D Pose Estimation Domain Adaptation
Code Code Available 5 Mapping conditional distributions for domain adaptation under generalized target shift Oct 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Fine-Grained Visual Recognition
Code Code Available 5 Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation May 1, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available 5 Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available 5 Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Nov 28, 2019 Adversarial Attack Domain Adaptation
Code Code Available 5 Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic Segmentation Dec 22, 2024 Domain Adaptation Segmentation
Code Code Available 5 Adapting Object Detectors via Selective Cross-Domain Alignment Jun 1, 2019 Domain Adaptation image-classification
Code Code Available 5 ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Nov 30, 2021 Autonomous Driving Domain Adaptation
Code Code Available 5 Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning Sep 3, 2019 Semi-Supervised Image Classification Unsupervised Domain Adaptation
Code Code Available 5 Asymmetric Tri-training for Unsupervised Domain Adaptation Feb 27, 2017 Domain Adaptation Sentiment Analysis
Code Code Available 5 LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Sep 24, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation Feb 20, 2025 Domain Adaptation Transfer Learning
Code Code Available 5 Learning to cluster in order to transfer across domains and tasks Nov 28, 2017 Clustering Constrained Clustering
Code Code Available 5 Learning to adapt class-specific features across domains for semantic segmentation Jan 22, 2020 Domain Adaptation Segmentation
Code Code Available 5 Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification Dec 3, 2019 Clustering Miscellaneous
Code Code Available 5 Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Nov 21, 2022 Domain Adaptation Scene Understanding
Code Code Available 5 