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semi-supervised learning

2331 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

Learning with Fredholm Kernels NIPS 2014
Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions CVPR 2014
A Gaussian Latent Variable Model for Large Margin Classification of Labeled and Unlabeled Data AISTATS 2014
Blind Image Quality Assessment using Semi-supervised Rectifier Networks CVPR 2014
Semi-supervised Spectral Clustering for Image Set Classification CVPR 2014
Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically ICML 2014
Wasserstein Propagation for Semi-Supervised Learning ICML 2014
Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch AISTATS 2014
Semi-supervised Relational Topic Model for Weakly Annotated Image Recognition in Social Media CVPR 2014
Learning on graphs using Orthonormal Representation is Statistically Consistent NIPS 2014
Semi-supervised Learning with Deep Generative Models NIPS 2014
Joint Inference of Multiple Label Types in Large Networks ICML 2014
On Sparse Gaussian Chain Graph Models NIPS 2014
Semi-Supervised Learning Using Greedy Max-Cut JMLR 2013
Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification ICCV 2013
Multi-Label Classification with Unlabeled Data: An Inductive Approach ACML 2013
Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations ICML 2013
Joint Harmonic Functions and Their Supervised Connections JMLR 2013
Dropout Training as Adaptive Regularization NIPS 2013
Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement ICCV 2013
Manifold-based Similarity Adaptation for Label Propagation NIPS 2013
Correlated random features for fast semi-supervised learning NIPS 2013
Geometric Context from Videos CVPR 2013
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models CVPR 2013