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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Generative Adversarial Training Data Adaptation for Very Low-Resource Automatic Speech Recognition INTERSPEECH 2020
Cross-Lingual Text-To-Speech Synthesis via Domain Adaptation and Perceptual Similarity Regression in Speaker Space INTERSPEECH 2020
Adversarial Domain Adaptation for Speaker Verification Using Partially Shared Network INTERSPEECH 2020
Domain Adversarial Neural Networks for Dysarthric Speech Recognition INTERSPEECH 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020
Invariant Representations through Adversarial Forgetting AAAI 2020
Stable Prediction with Model Misspecification and Agnostic Distribution Shift AAAI 2020
Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis ACL 2020
Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis ACL 2020
Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation ACL 2020
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL 2020
Zero-Resource Cross-Domain Named Entity Recognition ACL 2020
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020
Iterative Domain-Repaired Back-Translation EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Transformer Based Multi-Source Domain Adaptation EMNLP 2020
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation EMNLP 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases EMNLP 2020
LIMSI @ WMT 2020 EMNLP 2020
Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation CVPR 2020
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020