Domain Adaptation

iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning CVPR 2016 Learning From the Mistakes of Others: Matching Errors in Cross-Dataset Learning CVPR 2016 Professor Forcing: A New Algorithm for Training Recurrent Networks NeurIPS 2016 Studying Very Low Resolution Recognition Using Deep Networks CVPR 2016 Unsupervised Domain Adaptation with Residual Transfer Networks NeurIPS 2016 Weakly Supervised Object Localization With Progressive Domain Adaptation CVPR 2016 Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes CVPR 2015 Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015 Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation CVPR 2015 LSDA: Large Scale Detection through Adaptation NeurIPS 2014 Recognizing RGB Images by Learning from RGB-D Data CVPR 2014 Transfer Joint Matching for Unsupervised Domain Adaptation CVPR 2014 Event Recognition in Videos by Learning from Heterogeneous Web Sources CVPR 2013 Generalized Domain-Adaptive Dictionaries CVPR 2013 Locally Aligned Feature Transforms across Views CVPR 2013 Non-Linear Domain Adaptation with Boosting NeurIPS 2013 Reshaping Visual Datasets for Domain Adaptation NeurIPS 2013 Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation CVPR 2013 Generalization Bounds for Domain Adaptation NeurIPS 2012 Semi-Supervised Domain Adaptation with Non-Parametric Copulas NeurIPS 2012 Shifting Weights: Adapting Object Detectors from Image to Video NeurIPS 2012 A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NeurIPS 2011 Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach NeurIPS 2010 Domain Adaptation with Multiple Sources NeurIPS 2008 Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NeurIPS 2007