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restricted boltzmann machine

106 papers

RBM

Papers

A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks NeurIPS 2017 Belief Propagation in Conditional RBMs for Structured Prediction AISTATS 2017 CAB: An Energy-Based Speaker Clustering Model for Rapid Adaptation in Non-Parallel Voice Conversion Interspeech 2017 Complex-Valued Restricted Boltzmann Machine for Direct Learning of Frequency Spectra Interspeech 2017 Deep Recurrent Neural Network Based Monaural Speech Separation Using Recurrent Temporal Restricted Boltzmann Machines Interspeech 2017 Learning RBM with a DC programming Approach ACML 2017 Stochastic Difference of Convex Algorithm and its Application to Training Deep Boltzmann Machines AISTATS 2017 Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection Interspeech 2017 A Deep Learning Approach to Unsupervised Ensemble Learning ICML 2016 A Neural Autoregressive Approach to Collaborative Filtering ICML 2016 Generative Acoustic-Phonemic-Speaker Model Based on Three-Way Restricted Boltzmann Machine Interspeech 2016 How to Center Deep Boltzmann Machines JMLR 2016 Learning Infinite RBMs with Frank-Wolfe NeurIPS 2016 Longitudinal Face Modeling via Temporal Deep Restricted Boltzmann Machines CVPR 2016 Mixing Rates for the Alternating Gibbs Sampler over Restricted Boltzmann Machines and Friends ICML 2016 Neural Autoregressive Distribution Estimation JMLR 2016 Partition Functions from Rao-Blackwellized Tempered Sampling ICML 2016 Stochastic Neural Networks with Monotonic Activation Functions AISTATS 2016 Temporal Multimodal Learning in Audiovisual Speech Recognition CVPR 2016 Universal Approximation Results for the Temporal Restricted Boltzmann Machine and the Recurrent Temporal Restricted Boltzmann Machine JMLR 2016 Wasserstein Training of Restricted Boltzmann Machines NeurIPS 2016 Accurate and conservative estimates of MRF log-likelihood using reverse annealing AISTATS 2015 Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions ICML 2015 Conditional Restricted Boltzmann Machines for Multi-label Learning with Incomplete Labels AISTATS 2015 Discrete Restricted Boltzmann Machines JMLR 2015