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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

Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation CVPR 2021
ST3D: Self-Training for Unsupervised Domain Adaptation on 3D Object Detection CVPR 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation CVPR 2021
S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation CVPR 2021
Generalized Domain Adaptation CVPR 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021
Transferable Query Selection for Active Domain Adaptation CVPR 2021
Coarse-To-Fine Domain Adaptive Semantic Segmentation With Photometric Alignment and Category-Center Regularization CVPR 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021
IITK at SemEval-2021 Task 10: Source-Free Unsupervised Domain Adaptation using Class Prototypes IJCNLP 2021
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation WACV 2021
Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation WACV 2021
Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach WACV 2021
Reducing Domain Gap by Reducing Style Bias CVPR 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NIPS 2021
Gradual Domain Adaptation without Indexed Intermediate Domains NIPS 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment NIPS 2021
Lifelong Domain Adaptation via Consolidated Internal Distribution NIPS 2021
ToAlign: Task-Oriented Alignment for Unsupervised Domain Adaptation NIPS 2021
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021
BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation SEMEVAL 2021
DACS: Domain Adaptation via Cross-Domain Mixed Sampling WACV 2021
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings WACV 2021
Context-Aware Domain Adaptation in Semantic Segmentation WACV 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling NAACL 2021