Domain-Specific Batch Normalization for Unsupervised Domain Adaptation May 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidance Dec 7, 2023 Domain Adaptation Knowledge Distillation
Code Code Available 5 ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks Jul 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available 5 Domain-shift adaptation via linear transformations Jan 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Domain Separation Networks Aug 22, 2016 Domain Adaptation Domain Generalization
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 A Strategy for Label Alignment in Deep Neural Networks Oct 7, 2024 Domain Adaptation regression
Code Code Available 5 Domain Impression: A Source Data Free Domain Adaptation Method Feb 17, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available 5 Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images Sep 1, 2021 Diagnostic Domain Adaptation
Code Code Available 5 RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Oct 21, 2021 Domain Adaptation Multi-Task Learning
Code Code Available 5 Domain Generalization of 3D Object Detection by Density-Resampling Nov 17, 2023 3D Object Detection Data Augmentation
Code Code Available 5 Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Mar 25, 2019 Domain Adaptation Transfer Learning
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 M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning Jul 6, 2018 Domain Adaptation Metric Learning
Code Code Available 5 Collaborative and Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
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 LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
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 Automatic adaptation of object detectors to new domains using self-training Apr 15, 2019 Domain Adaptation Knowledge Distillation
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 Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Aug 5, 2024 Domain Adaptation Segmentation
Code Code Available 5 CMD: Constraining Multimodal Distribution for Domain Adaptation in Stereo Matching Apr 30, 2025 Domain Adaptation Stereo Matching
Code Code Available 5 Domain Alignment Meets Fully Test-Time Adaptation Jul 9, 2022 Domain Adaptation Test-time Adaptation
Code Code Available 5 Domain Agnostic Real-Valued Specificity Prediction Nov 13, 2018 Dialogue Generation Domain Adaptation
Code Code Available 5 ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation Oct 22, 2023 Domain Adaptation MRI segmentation
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 Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Oct 11, 2021 Domain Adaptation Semantic Segmentation
Code Code Available 5 Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 Learning Semantic Representations for Unsupervised Domain Adaptation Jul 1, 2018 Domain Adaptation Learning Semantic Representations
Code Code Available 5 Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation Jul 28, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Jul 17, 2022 Action Recognition Domain Adaptation
Code Code Available 5 A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
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 LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Sep 24, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 A Weight-aware-based Multi-source Unsupervised Domain Adaptation Method for Human Motion Intention Recognition Apr 19, 2024 Domain Adaptation Intent Detection
Code Code Available 5 Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Aug 2, 2021 Domain Adaptation image-classification
Code Code Available 5 FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective Sep 29, 2023 Blind Image Quality Assessment Domain Adaptation
Code Code Available 5 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available 5 Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets Nov 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Mar 24, 2019 Clustering Domain Adaptation
Code Code Available 5 Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation Oct 3, 2023 Data Augmentation Decoder
Code Code Available 5 Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement May 25, 2023 3D Reconstruction Disentanglement
Code Code Available 5 Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available 5 KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
Code Code Available 5 Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Nov 8, 2024 Decoder Domain Adaptation
Code Code Available 5 