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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

Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition CVPR 2015
Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes CVPR 2015
Continuous Manifold Based Adaptation for Evolving Visual Domains CVPR 2014
Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective CVPR 2014
Human Action Recognition Across Datasets by Foreground-weighted Histogram Decomposition CVPR 2014
Domain Adaptation on the Statistical Manifold CVPR 2014
Unsupervised Learning of Dictionaries of Hierarchical Compositional Models CVPR 2014
Transportability from Multiple Environments with Limited Experiments: Completeness Results NIPS 2014
Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014
Active Transfer Learning under Model Shift ICML 2014
Flexible Transfer Learning under Support and Model Shift NIPS 2014
Robust Classification Under Sample Selection Bias NIPS 2014
LSDA: Large Scale Detection through Adaptation NIPS 2014
Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks ICML 2014
Class Proportion Estimation with Application to Multiclass Anomaly Rejection AISTATS 2014
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ICML 2014
A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers ICML 2013
Domain Adaptation under Target and Conditional Shift ICML 2013
Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation ICCV 2013
Selective Transfer Machine for Personalized Facial Action Unit Detection CVPR 2013
Transfer Feature Learning with Joint Distribution Adaptation ICCV 2013
Stability and Hypothesis Transfer Learning ICML 2013
Attribute Adaptation for Personalized Image Search ICCV 2013
Locally Aligned Feature Transforms across Views CVPR 2013
Transfer Sparse Coding for Robust Image Representation CVPR 2013