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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021
Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification CVPR 2021
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching CVPR 2021
GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection CVPR 2021
Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training CVPR 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation CVPR 2021
Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification CVPR 2021
Transferable Semantic Augmentation for Domain Adaptation CVPR 2021
Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021
Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021
Cross-Domain Label-Adaptive Stance Detection EMNLP 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021
Coreference Resolution for the Biomedical Domain: A Survey EMNLP 2021
Improving Span Representation for Domain-adapted Coreference Resolution EMNLP 2021