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Papers
Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective
CVPR 2024
Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation
CVPR 2024
Adversarial Alignment for Source Free Object Detection
AAAI 2023
Better Practices for Domain Adaptation
AutoML 2023
Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation
CVPR 2023
CoNMix for Source-Free Single and Multi-Target Domain Adaptation
WACV 2023
CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training
ICCV 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation
CVPR 2023
DiGA: Distil To Generalize and Then Adapt for Domain Adaptive Semantic Segmentation
CVPR 2023
Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation
AAAI 2023
Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation
ICCV 2023
Generative Alignment of Posterior Probabilities for Source-Free Domain Adaptation
WACV 2023
Guiding Pseudo-Labels With Uncertainty Estimation for Source-Free Unsupervised Domain Adaptation
CVPR 2023
In Search for a Generalizable Method for Source Free Domain Adaptation
ICML 2023
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection
CVPR 2023
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
WACV 2023
MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation
CVPR 2023
Prior-guided Source-free Domain Adaptation for Human Pose Estimation
ICCV 2023
Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation
ICCV 2023
SALAD: Source-Free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection
WACV 2023
SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis
ICCV 2023
Source-Free Adaptive Gaze Estimation by Uncertainty Reduction
CVPR 2023
Source-free Domain Adaptive Human Pose Estimation
ICCV 2023
Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning
CVPR 2023
Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation
CVPR 2023