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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

A Multi-Mode Modulator for Multi-Domain Few-Shot Classification ICCV 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation AAAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Rethinking Neural Operations for Diverse Tasks NIPS 2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition ACL 2021
PROTEST-ER: Retraining BERT for Protest Event Extraction ACL 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing NIPS 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning ACL 2021
BOUN at SemEval-2021 Task 9: Text Augmentation Techniques for Fact Verification in Tabular Data ACL 2021
Understanding and Mitigating Accuracy Disparity in Regression ICML 2021
Editing a classifier by rewriting its prediction rules NIPS 2021
Bayesian Adaptation for Covariate Shift NIPS 2021
Domain Invariant Representation Learning with Domain Density Transformations NIPS 2021
Adversarial Feature Desensitization NIPS 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NIPS 2021
Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NIPS 2021
Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021
LAMDA: Label Matching Deep Domain Adaptation ICML 2021
Dataset Dynamics via Gradient Flows in Probability Space ICML 2021
Cross-Register Projection for Headline Part of Speech Tagging EMNLP 2021
MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset EMNLP 2021