Semi-Supervised Learning

Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings ICML 2016 Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering Interspeech 2016 Training Data Enrichment for Infrequent Discourse Relations COLING 2016 Two-View Label Propagation to Semi-supervised Reader Emotion Classification COLING 2016 Variational Autoencoder for Deep Learning of Images, Labels and Captions NeurIPS 2016 Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph CVPR 2015 Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015 Bipartite Edge Prediction via Transductive Learning over Product Graphs ICML 2015 Class-prior Estimation for Learning from Positive and Unlabeled Data ACML 2015 Confidence Preserving Machine for Facial Action Unit Detection ICCV 2015 Context-Guided Diffusion for Label Propagation on Graphs ICCV 2015 Convex Formulation for Learning from Positive and Unlabeled Data ICML 2015 Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation NeurIPS 2015 Efficient Label Collection for Unlabeled Image Datasets CVPR 2015 Entropic Graph-based Posterior Regularization ICML 2015 Illumination Robust Color Naming via Label Propagation ICCV 2015 Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015 Large-Scale Damage Detection Using Satellite Imagery CVPR 2015 Learning from Corrupted Binary Labels via Class-Probability Estimation ICML 2015 Learning Overcomplete Latent Variable Models through Tensor Methods COLT 2015 Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning ICCV 2015 Learning The Structure of Deep Convolutional Networks ICCV 2015 Local High-Order Regularization on Data Manifolds CVPR 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 ML-MG: Multi-Label Learning With Missing Labels Using a Mixed Graph ICCV 2015