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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

Spherical Space Domain Adaptation With Robust Pseudo-Label Loss CVPR 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020
Learning Invariant Representation for Unsupervised Image Restoration CVPR 2020
Regularizing CNN Transfer Learning With Randomised Regression CVPR 2020
Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning CVPR 2020
Selective Question Answering under Domain Shift ACL 2020
How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020
I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance (Student Abstract) AAAI 2020
Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020
Dual Adversarial Co-Learning for Multi-Domain Text Classification AAAI 2020
Back to the Future – Temporal Adaptation of Text Representations AAAI 2020
Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020
Speech Emotion Recognition ‘in the Wild’ Using an Autoencoder INTERSPEECH 2020
Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning CVPR 2020
Black-Box Adaptation of ASR for Accented Speech INTERSPEECH 2020
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020
Few-shot Natural Language Generation for Task-Oriented Dialog EMNLP 2020
Findings of the WMT 2020 Shared Task on Machine Translation Robustness EMNLP 2020
A Multilingual Neural Machine Translation Model for Biomedical Data EMNLP 2020
Domain adaptation challenges of BERT in tokenization and sub-word representations of Out-of-Vocabulary words EMNLP 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
Vocabulary Adaptation for Domain Adaptation in Neural Machine Translation EMNLP 2020
Robust Correction of Sampling Bias using Cumulative Distribution Functions NIPS 2020
Domain Adaptation as a Problem of Inference on Graphical Models NIPS 2020
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions NIPS 2020