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unsupervised domain adaptation

442 papers

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Also known as

UDA

Co-occurring keywords

domain adaptation (4595) unsupervised learning (3264) semantic segmentation (3186) transfer learning (5449) adversarial learning (1595) feature alignment (416) domain generalization (1522) contrastive learning (4032) domain shift (318) knowledge distillation (3725)

Papers

Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations NIPS 2022
Cooperative Distribution Alignment via JSD Upper Bound NIPS 2022
DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation NIPS 2022
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification INTERSPEECH 2022
Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection WACV 2022
Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features MIDL 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation MIDL 2022
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification CVPR 2021
Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization INTERSPEECH 2021
Active Universal Domain Adaptation ICCV 2021
Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation ICCV 2021
Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation ICCV 2021
Seeking Similarities Over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection ICCV 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training CVPR 2021
Limitations of Post-Hoc Feature Alignment for Robustness CVPR 2021
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds CVPR 2021
Spatio-temporal Contrastive Domain Adaptation for Action Recognition CVPR 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021