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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

Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift EMNLP 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction EMNLP 2019
Distributionally Robust Language Modeling EMNLP 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019
Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis EMNLP 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis EMNLP 2019
Domain Differential Adaptation for Neural Machine Translation EMNLP 2019
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness EMNLP 2019
Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks CVPR 2019
Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation CVPR 2019
Separate to Adapt: Open Set Domain Adaptation via Progressive Separation CVPR 2019
Semi-Supervised Transfer Learning for Image Rain Removal CVPR 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering CVPR 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation CVPR 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019
Progressive Ensemble Networks for Zero-Shot Recognition CVPR 2019
Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019
Adversarial Category Alignment Network for Cross-domain Sentiment Classification NAACL 2019
Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities NAACL 2019
CounterFactual Regression with Importance Sampling Weights IJCAI 2019
A Benchmark Corpus of English Misspellings and a Minimally-supervised Model for Spelling Correction ACL 2019