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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

Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NIPS 2020
Transfer Learning via $\ell_1$ Regularization NIPS 2020
K-BERT: Enabling Language Representation with Knowledge Graph AAAI 2020
Unsupervised Domain Adaptation on Reading Comprehension AAAI 2020
Factorized Transformer for Multi-Domain Neural Machine Translation EMNLP 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer EMNLP 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
MovieChats: Chat like Humans in a Closed Domain EMNLP 2020
Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains EMNLP 2020
Video to Events: Recycling Video Datasets for Event Cameras CVPR 2020
On Cross-Dataset Generalization in Automatic Detection of Online Abuse EMNLP 2020
HINT3: Raising the bar for Intent Detection in the Wild EMNLP 2020
Lite Training Strategies for Portuguese-English and English-Portuguese Translation EMNLP 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation EMNLP 2020
Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents EMNLP 2020
LEGAL-BERT: The Muppets straight out of Law School EMNLP 2020
Adapting Neural Architectures Between Domains NIPS 2020
Network-to-Network Translation with Conditional Invertible Neural Networks NIPS 2020
Unsupervised Sound Separation Using Mixture Invariant Training NIPS 2020
Posterior Re-calibration for Imbalanced Datasets NIPS 2020
Rethinking Importance Weighting for Deep Learning under Distribution Shift NIPS 2020
CrossTransformers: spatially-aware few-shot transfer NIPS 2020