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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

Semi-Supervised Training in Deep Learning Acoustic Model INTERSPEECH 2016
Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering INTERSPEECH 2016
DNN-Based Speaker Clustering for Speaker Diarisation INTERSPEECH 2016
Decrypting “Cryptogenic” Epilepsy: Semi-supervised Hierarchical Conditional Random Fields For Detecting Cortical Lesions In MRI-Negative Patients JMLR 2016
MEKA: A Multi-label/Multi-target Extension to WEKA JMLR 2016
Learning N-Gram Language Models from Uncertain Data INTERSPEECH 2016
Variational Autoencoder for Deep Learning of Images, Labels and Captions NIPS 2016
A Unifying Framework in Vector-valued Reproducing Kernel Hilbert Spaces for Manifold Regularization and Co-Regularized Multi-view Learning JMLR 2016
Semi-Supervised Learning with Adaptive Spectral Transform AISTATS 2016
Lightly Supervised Quality Estimation COLING 2016
Improved Techniques for Training GANs NIPS 2016
Linearization to Nonlinear Learning for Visual Tracking ICCV 2015
Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis NIPS 2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NIPS 2015
Optimally Combining Classifiers Using Unlabeled Data COLT 2015
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015
On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015
Watch and Learn: Semi-Supervised Learning for Object Detectors From Video CVPR 2015
Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015
Semi-Supervised Normalized Cuts for Image Segmentation ICCV 2015
Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification CVPR 2015
Local High-Order Regularization on Data Manifolds CVPR 2015
Semi-Supervised Learning With Explicit Relationship Regularization CVPR 2015
Context-Guided Diffusion for Label Propagation on Graphs ICCV 2015
Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning ICCV 2015