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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Selective Transfer Machine for Personalized Facial Action Unit Detection CVPR 2013
Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions ICCV 2013
Unsupervised Domain Adaptation by Domain Invariant Projection ICCV 2013
Frustratingly Easy NBNN Domain Adaptation ICCV 2013
Domain Adaptive Classification ICCV 2013
Unsupervised Visual Domain Adaptation Using Subspace Alignment ICCV 2013
Event Recognition in Videos by Learning from Heterogeneous Web Sources CVPR 2013
Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013
Non-Linear Domain Adaptation with Boosting NIPS 2013
Reshaping Visual Datasets for Domain Adaptation NIPS 2013
Shifting Weights: Adapting Object Detectors from Image to Video NIPS 2012
Generalization Bounds for Domain Adaptation NIPS 2012
Semi-Supervised Domain Adaptation with Non-Parametric Copulas NIPS 2012
Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012
Co-Training for Domain Adaptation NIPS 2011
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011
Linear-Time Estimators for Propensity Scores AISTATS 2011
Impossibility Theorems for Domain Adaptation AISTATS 2010
Co-regularization Based Semi-supervised Domain Adaptation NIPS 2010
Learning Bounds for Importance Weighting NIPS 2010
Subject independent EEG-based BCI decoding NIPS 2009
Discriminative Learning Under Covariate Shift JMLR 2009
Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NIPS 2008
Domain Adaptation with Multiple Sources NIPS 2008
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008