Semi-Supervised Learning

Triangle Generative Adversarial Networks NeurIPS 2017 Triple Generative Adversarial Nets NeurIPS 2017 Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning IJCAI 2017 Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017 VAE Learning via Stein Variational Gradient Descent NeurIPS 2017 Very Low Resource Radio Browsing for Agile Developmental and Humanitarian Monitoring Interspeech 2017 Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models Interspeech 2016 Active Image Segmentation Propagation CVPR 2016 A DNN-HMM Approach to Non-Negative Matrix Factorization Based Speech Enhancement Interspeech 2016 Analysis of Mismatched Transcriptions Generated by Humans and Machines for Under-Resourced Languages Interspeech 2016 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding Interspeech 2016 An Investigation on Training Deep Neural Networks Using Probabilistic Transcriptions Interspeech 2016 A Novel Research to Artificial Bandwidth Extension Based on Deep BLSTM Recurrent Neural Networks and Exemplar-Based Sparse Representation Interspeech 2016 A Probabilistic Framework for Deep Learning NeurIPS 2016 Asymptotic behavior of \ell_p-based Laplacian regularization in semi-supervised learning COLT 2016 Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification ICML 2016 A Unifying Framework in Vector-valued Reproducing Kernel Hilbert Spaces for Manifold Regularization and Co-Regularized Multi-view Learning JMLR 2016 Automatic Pronunciation Generation by Utilizing a Semi-Supervised Deep Neural Networks Interspeech 2016 Automatic Speech Recognition Using Probabilistic Transcriptions in Swahili, Amharic, and Dinka Interspeech 2016 Auxiliary Deep Generative Models ICML 2016 beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data NeurIPS 2016 Chinese Tense Labelling and Causal Analysis COLING 2016 Clustering with Same-Cluster Queries NeurIPS 2016 Deconstructing the Ladder Network Architecture ICML 2016 Decrypting “Cryptogenic” Epilepsy: Semi-supervised Hierarchical Conditional Random Fields For Detecting Cortical Lesions In MRI-Negative Patients JMLR 2016