A Comparison of Strategies for Source-Free Domain Adaptation May 1, 2022 Active Learning Data Augmentation
Code Code Available Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Mar 25, 2023 Contrastive Learning Domain Adaptation
Code Code Available SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network May 23, 2024 CPU Domain Adaptation
Code Code Available SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image Segmentation Jun 11, 2025 Domain Adaptation Image Segmentation
Code Code Available SSDA: Secure Source-Free Domain Adaptation Jan 1, 2023 Backdoor Attack Domain Adaptation
Code Code Available CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Jan 26, 2024 Domain Adaptation Pseudo Label
Code Code Available Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation Dec 18, 2024 Domain Adaptation Emotion Recognition
Code Code Available A3: Active Adversarial Alignment for Source-Free Domain Adaptation Sep 27, 2024 Active Learning Domain Adaptation
Code Code Available Variational Model Perturbation for Source-Free Domain Adaptation Oct 19, 2022 Bayesian Inference Domain Adaptation
Code Code Available When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather Mar 20, 2024 Autonomous Vehicles Domain Adaptation
Code Code Available SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing Aug 1, 2021 Domain Adaptation Negation
Code Code Available SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency Sep 18, 2024 Domain Adaptation Domain Generalization
Code Code Available Self-training solutions for the ICCV 2023 GeoNet Challenge Nov 28, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation May 30, 2025 Data Augmentation Domain Adaptation
Code Code Available SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation Oct 13, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation Dec 7, 2022 Domain Adaptation Pseudo Label
Code Code Available Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework Nov 19, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Prototypical Distillation and Debiased Tuning for Black-box Unsupervised Domain Adaptation Dec 30, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Oct 14, 2022 Clustering Domain Adaptation
Code Code Available On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Feb 1, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation Feb 9, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Leveraging Segment Anything Model for Source-Free Domain Adaptation via Dual Feature Guided Auto-Prompting May 13, 2025 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Jul 1, 2023 Decoder Domain Adaptation
Code Code Available A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation Jun 22, 2021 Domain Adaptation Representation Learning
Code Code Available RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Aug 22, 2022 Data Augmentation Domain Adaptation
Code Code Available Source-Free Domain Adaptation for Question Answering with Masked Self-training Dec 19, 2022 Domain Adaptation Question Answering
Code Code Available Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Apr 17, 2025 Data Augmentation Diversity
Code Code Available Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data Mar 26, 2025 Domain Adaptation Facial Expression Recognition
Code Code Available De-Confusing Pseudo-Labels in Source-Free Domain Adaptation Jan 3, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Agile Multi-Source-Free Domain Adaptation Mar 8, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image Segmentation May 15, 2025 Domain Adaptation Image Segmentation
Code Code Available Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Apr 3, 2023 All Domain Adaptation
Code Code Available Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training May 5, 2024 Domain Adaptation Language Modelling
Code Code Available Source-Free Domain Adaptation for SSVEP-based Brain-Computer Interfaces May 27, 2023 Brain Computer Interface Domain Adaptation
Code Code Available Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology Apr 29, 2024 Contrastive Learning Domain Adaptation
Code Code Available What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Dec 18, 2024 Continual Learning Contrastive Learning
Code Code Available Source-Free Domain Adaptation via Distribution Estimation Apr 24, 2022 Domain Adaptation Privacy Preserving
Code Code Available Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available 