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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Constraints as Features CVPR 2013
Joint Harmonic Functions and Their Supervised Connections JMLR 2013
Semi-Supervised Learning Using Greedy Max-Cut JMLR 2013
Label Propagation from ImageNet to 3D Point Clouds CVPR 2013
Σ-Optimality for Active Learning on Gaussian Random Fields NIPS 2013
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NIPS 2013
Semi-supervised Learning with Constraints for Person Identification in Multimedia Data CVPR 2013
Multi-Label Classification with Unlabeled Data: An Inductive Approach ACML 2013
Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations ICML 2013
Semi-supervised Learning of Feature Hierarchies for Object Detection in a Video CVPR 2013
Online Motion Segmentation Using Dynamic Label Propagation ICCV 2013
Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification ICCV 2013
Cross-View Action Recognition via a Continuous Virtual Path CVPR 2013
Graph Transduction Learning with Connectivity Constraints with Application to Multiple Foreground Cosegmentation CVPR 2013
Geometric Context from Videos CVPR 2013
Manifold Regularization and Semi-supervised Learning: Some Theoretical Analyses JMLR 2013
Exploiting Ontology Structures and Unlabeled Data for Learning ICML 2013
Fast Max-Margin Matrix Factorization with Data Augmentation ICML 2013
Infinitesimal Annealing for Training Semi-Supervised Support Vector Machines ICML 2013
Robust and Discriminative Self-Taught Learning ICML 2013
Squared-loss Mutual Information Regularization: A Novel Information-theoretic Approach to Semi-supervised Learning ICML 2013
Discriminative Segment Annotation in Weakly Labeled Video CVPR 2013
A unifying framework for vector-valued manifold regularization and multi-view learning ICML 2013
Efficient Semi-supervised and Active Learning of Disjunctions ICML 2013
Convex and Scalable Weakly Labeled SVMs JMLR 2013