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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

Generalization Bounds for Domain Adaptation NIPS 2012
Semi-Supervised Domain Adaptation with Non-Parametric Copulas NIPS 2012
Colour-Consistent Structure-from-Motion Models using Underwater Imagery RSS 2012
Domain Adaptation with Coupled Subspaces AISTATS 2011
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011
Co-Training for Domain Adaptation NIPS 2011
Generalizing from Several Related Classification Tasks to a New Unlabeled Sample NIPS 2011
Transfer Learning by Borrowing Examples for Multiclass Object Detection NIPS 2011
Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures NIPS 2010
Impossibility Theorems for Domain Adaptation AISTATS 2010
Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach NIPS 2010
Co-regularization Based Semi-supervised Domain Adaptation NIPS 2010
Discriminative Learning Under Covariate Shift JMLR 2009
Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization NIPS 2009
3D laser scan classification using web data and domain adaptation RSS 2009
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008
Translated Learning: Transfer Learning across Different Feature Spaces NIPS 2008
Learning from Multiple Sources JMLR 2008
Transfer Learning by Distribution Matching for Targeted Advertising NIPS 2008
Domain Adaptation with Multiple Sources NIPS 2008
Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NIPS 2007
Learning Bounds for Domain Adaptation NIPS 2007
Mixture Regression for Covariate Shift NIPS 2006