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Papers
Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic Alignment
AAAI 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning
ICCV 2023
Unsupervised Domain Adaptive Detection with Network Stability Analysis
ICCV 2023
Unsupervised Manifold Alignment with Joint Multidimensional Scaling
ICLR 2023
Active Learning for Domain Adaptation: An Energy-Based Approach
AAAI 2022
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
ICLR 2022
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation
WACV 2022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations
NeurIPS 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
NeurIPS 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks
CVPR 2022
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation
ICLR 2022
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification
Interspeech 2022
Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation
WACV 2022
Confidence Score for Source-Free Unsupervised Domain Adaptation
ICML 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation
ICML 2022
Contrastive Test-Time Adaptation
CVPR 2022
Cooperative Distribution Alignment via JSD Upper Bound
NeurIPS 2022
Cross-Domain Collaborative Normalization via Structural Knowledge
AAAI 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation
CVPR 2022
Cycle class consistency with distributional optimal transport and knowledge distillation for unsupervised domain adaptation
UAI 2022
DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation
NeurIPS 2022
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
CVPR 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation
NeurIPS 2022
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-identification
AAAI 2022
DINE: Domain Adaptation From Single and Multiple Black-Box Predictors
CVPR 2022