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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

Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding INTERSPEECH 2020
Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes WACV 2020
Animal Detection in Man-made Environments WACV 2020
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020
Domain Adaptive Imitation Learning ICML 2020
Data Valuation using Reinforcement Learning ICML 2020
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation ICML 2020
Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets COLING 2020
Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance COLING 2020
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation AISTATS 2020
Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning WACV 2020
SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks WACV 2020
Progressive Domain Adaptation for Object Detection WACV 2020
Active Adversarial Domain Adaptation WACV 2020
Image to Video Domain Adaptation Using Web Supervision WACV 2020
LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020
Domain Balancing: Face Recognition on Long-Tailed Domains CVPR 2020
Domain Adaptive Image-to-Image Translation CVPR 2020
Integrating Domain Terminology into Neural Machine Translation COLING 2020
Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction COLING 2020
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation EMNLP 2020
IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocol EMNLP 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
A Little Bit Is Worse Than None: Ranking with Limited Training Data EMNLP 2020
Cydex: Neural Search Infrastructure for the Scholarly Literature EMNLP 2020