Semi-Supervised Learning

On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015 Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation CVPR 2015 Optimally Combining Classifiers Using Unlabeled Data COLT 2015 PU Learning for Matrix Completion ICML 2015 Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis NeurIPS 2015 Scalable Semi-Supervised Aggregation of Classifiers NeurIPS 2015 Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NeurIPS 2015 Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition CVPR 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data NeurIPS 2015 Semi-Supervised Interpolation in an Anticausal Learning Scenario JMLR 2015 Semi-Supervised Learning With Explicit Relationship Regularization CVPR 2015 Semi-supervised Learning with Ladder Networks NeurIPS 2015 Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification CVPR 2015 Semi-Supervised Normalized Cuts for Image Segmentation ICCV 2015 Semi-supervised Sequence Learning NeurIPS 2015 Semi-Supervised Zero-Shot Classification With Label Representation Learning ICCV 2015 Simultaneous Deep Transfer Across Domains and Tasks ICCV 2015 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015 Watch and Learn: Semi-Supervised Learning for Object Detectors From Video CVPR 2015 Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation ICCV 2015 A Gaussian Latent Variable Model for Large Margin Classification of Labeled and Unlabeled Data AISTATS 2014 (Almost) No Label No Cry NeurIPS 2014 A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions CVPR 2014 Analysis of Learning from Positive and Unlabeled Data NeurIPS 2014 Blind Image Quality Assessment using Semi-supervised Rectifier Networks CVPR 2014