Proxy Denoising for Source-Free Domain Adaptation Jun 3, 2024 Denoising Domain Adaptation
Code Code Available 5 A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Mar 27, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Unified Source-Free Domain Adaptation Mar 12, 2024 Domain Adaptation Language Modelling
Code Code Available 5 Source-Free Domain Adaptation for YOLO Object Detection Sep 25, 2024 Domain Adaptation Model Selection
Code Code Available 5 Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Nov 27, 2023 Domain Adaptation Prompt Learning
Code Code Available 5 Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Jun 18, 2021 Contrastive Learning Domain Adaptation
Code Code Available 5 Source-free domain adaptation based on label reliability for cross-domain bearing fault diagnosis Mar 11, 2025 Data Augmentation Domain Adaptation
Code Code Available 5 Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning Jul 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Sign Segmentation with Changepoint-Modulated Pseudo-Labelling Apr 28, 2021 Domain Adaptation Segmentation
Code Code Available 5 SF(DA)^2: Source-free Domain Adaptation Through the Lens of Data Augmentation Mar 16, 2024 Data Augmentation Disentanglement
Code Code Available 5 Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available 5 Source-Free Domain Adaptation for Image Segmentation Aug 6, 2021 Cardiac Segmentation Domain Adaptation
Code Code Available 5 Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation May 9, 2022 Clustering Diversity
Code Code Available 5 An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights Jul 10, 2024 Domain Adaptation object-detection
Code Code Available 5 ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation Aug 4, 2023 Domain Adaptation image-classification
Code Code Available 5 ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation May 29, 2022 Domain Adaptation Object Recognition
Code Code Available 5 Robust Source-Free Domain Adaptation for Fundus Image Segmentation Oct 25, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Apr 6, 2022 Clustering Domain Adaptation
Code Code Available 5 Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection Mar 29, 2022 Domain Adaptation Knowledge Distillation
Code Code Available 5 Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Jun 19, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis Mar 28, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition Oct 11, 2022 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available 5 Source-Free Adaptive Gaze Estimation by Uncertainty Reduction Jan 1, 2023 Domain Adaptation Gaze Estimation
Code Code Available 5 Anatomy-guided domain adaptation for 3D in-bed human pose estimation Nov 22, 2022 3D Human Pose Estimation Anatomy
Code Code Available 5 Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Nov 21, 2022 Domain Adaptation Image Segmentation
Code Code Available 5 Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available 5 C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Mar 30, 2023 Domain Adaptation Memorization
Code Code Available 5 Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 CoSDA: Continual Source-Free Domain Adaptation Apr 13, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jun 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Oct 8, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Oct 5, 2022 Autonomous Driving Domain Adaptation
Code Code Available 5 Generalized Source-free Domain Adaptation Aug 3, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Tent: Fully Test-time Adaptation by Entropy Minimization Jun 18, 2020 Domain Adaptation General Classification
Code Code Available 5 GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation Oct 22, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available 5 Divide and Adapt: Active Domain Adaptation via Customized Learning Jul 21, 2023 Active Learning Domain Adaptation
Code Code Available 5 Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning Nov 12, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning Mar 21, 2024 Clustering Contrastive Learning
Code Code Available 5 Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Feb 20, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error Aug 6, 2023 Domain Adaptation Model Selection
Code Code Available 5 Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection Jul 23, 2024 Domain Adaptation object-detection
Code Code Available 5 AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mar 7, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments Nov 27, 2020 Autonomous Vehicles Domain Adaptation
Code Code Available 5 Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Mar 9, 2022 Action Recognition Domain Adaptation
Code Code Available 5 Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Jul 12, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Mar 31, 2023 Domain Adaptation Image Super-Resolution
Code Code Available 5 