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