Domain Adaptation

Unsupervised Domain Adaptation by Domain Invariant Projection ICCV 2013 Unsupervised Visual Domain Adaptation Using Subspace Alignment ICCV 2013 Using Hyperbolic Cross Approximation to measure and compensate Covariate Shift ACML 2013 Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions ICCV 2013 Colour-Consistent Structure-from-Motion Models using Underwater Imagery RSS 2012 Compressive Sensing MRI with Wavelet Tree Sparsity NeurIPS 2012 Convex Multi-view Subspace Learning NeurIPS 2012 Co-Regularized Hashing for Multimodal Data NeurIPS 2012 Discriminatively Trained Sparse Code Gradients for Contour Detection NeurIPS 2012 Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012 Feature-aware Label Space Dimension Reduction for Multi-label Classification NeurIPS 2012 GenDeR: A Generic Diversified Ranking Algorithm NeurIPS 2012 Generalization Bounds for Domain Adaptation NeurIPS 2012 History-alignment models for bias-aware prediction of virological response to HIV combination therapy AISTATS 2012 Kernel Hyperalignment NeurIPS 2012 Learning Networks of Heterogeneous Influence NeurIPS 2012 Local and Global Scaling Reduce Hubs in Space JMLR 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012 Semi-Supervised Domain Adaptation with Non-Parametric Copulas NeurIPS 2012 Shifting Weights: Adapting Object Detectors from Image to Video NeurIPS 2012 A Denoising View of Matrix Completion NeurIPS 2011 A Machine Learning Approach to Predict Chemical Reactions NeurIPS 2011 Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening AISTATS 2011 A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NeurIPS 2011 Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011