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Papers
Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective
CVPR 2024
Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images
ICML 2024
Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts
EMNLP 2024
Unsupervised Domain Adaptation for Semantic Segmentation With Pseudo Label Self-Refinement
WACV 2024
Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features
MIDL 2024
Unsupervised Domain Adaptation of MRI Skull-Stripping Trained on Adult Data to Newborns
WACV 2024
Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization
AAAI 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation
NeurIPS 2024
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training
CVPR 2024
Watch Where You Head: A View-Biased Domain Gap in Gait Recognition and Unsupervised Adaptation
WACV 2024
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection
CVPR 2023
Adapting to Latent Subgroup Shifts via Concepts and Proxies
AISTATS 2023
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation
ICLR 2023
A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition
ICCV 2023
Backprop Induced Feature Weighting for Adversarial Domain Adaptation With Iterative Label Distribution Alignment
WACV 2023
Better Practices for Domain Adaptation
AutoML 2023
Black-Box Unsupervised Domain Adaptation with Bi-Directional Atkinson-Shiffrin Memory
ICCV 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
CVPR 2023
CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation
ICCV 2023
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection
AAAI 2023
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-Based Mixing
WACV 2023
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations
CVPR 2023
Contrastive Learning for Unsupervised Domain Adaptation of Time Series
ICLR 2023
COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport
CVPR 2023
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis
ACL 2023