source-free domain adaptation

109 papers

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Also known as

SFDA-PS SF-UNIDA SF-UDA SFDA SFUDA SF-DA

Co-occurring keywords

domain adaptation (4578) unsupervised domain adaptation (441) pseudo labeling (312) transfer learning (5442) contrastive learning (3979) semantic segmentation (3179) source-free adaptation (29) negation detection (26) knowledge distillation (3680) sequence labeling (824)

Papers

Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding AAAI 2026

Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning WACV 2026

Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation WACV 2026

Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation AAAI 2026

ME-SFDA: Marginal Exploration with Pyramidal Atkinson-Shiffrin Memory for Source-Free Domain Adaptation AAAI 2026

Model-free Domain Adaptation for Concealed Multimodal Large-Language Models WACV 2026

FedSCAl: Leveraging Server and Client Alignment for Unsupervised Federated Source-Free Domain Adaptation WACV 2026

Revisiting Source-Free Domain Adaptation: Insights into Representativeness, Generalization, and Variety CVPR 2025

Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025

ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation IJCAI 2025

Federated Source-Free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data WACV 2025

Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search AAAI 2025

Omni-Query Active Learning for Source-Free Domain Adaptive Cross-Modality 3D Semantic Segmentation AAAI 2025

When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather WACV 2025

AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025

Label Calibration in Source Free Domain Adaptation WACV 2025

Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025

SFUOD: Source-Free Unknown Object Detection ICCV 2025

Semi-supervised Deep Transfer for Regression without Domain Alignment ICCV 2025

TITAN: Query-Token based Domain Adaptive Adversarial Learning ICCV 2025

Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation ICCV 2025

Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation AAAI 2025

Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation CVPR 2025

Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment CVPR 2025

Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 2024