Domain Adaptation

Recognizing RGB Images by Learning from RGB-D Data CVPR 2014 Robust Classification Under Sample Selection Bias NeurIPS 2014 Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014 Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014 Socially-aware Large-scale Crowd Forecasting CVPR 2014 Transfer Joint Matching for Unsupervised Domain Adaptation CVPR 2014 Transportability from Multiple Environments with Limited Experiments: Completeness Results NeurIPS 2014 When 3D Reconstruction Meets Ubiquitous RGB-D Images CVPR 2014 Adapting Classification Cascades to New Domains ICCV 2013 A Machine Learning Framework for Programming by Example ICML 2013 An Adaptive Descriptor Design for Object Recognition in the Wild ICCV 2013 A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers ICML 2013 A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013 Attribute Adaptation for Personalized Image Search ICCV 2013 Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models CVPR 2013 Connecting the Dots with Landmarks: Discriminatively Learning Domain-Invariant Features for Unsupervised Domain Adaptation ICML 2013 Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013 Cross-View Action Recognition over Heterogeneous Feature Spaces ICCV 2013 Cross-View Action Recognition via a Continuous Virtual Path CVPR 2013 Deep content-based music recommendation NeurIPS 2013 Distributed Low-Rank Subspace Segmentation ICCV 2013 Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013 Domain Adaptation under Target and Conditional Shift ICML 2013 Domain Adaptive Classification ICCV 2013 Efficient Detector Adaptation for Object Detection in a Video CVPR 2013