conftrace_

deep belief network

37 papers

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Also known as

DBN

Co-occurring keywords

restricted boltzmann machine (98) feature learning (1311) unsupervised learning (3264) generative model (2892) neural network (6616) feature extraction (1580) deep belief net (4) unsupervised pre-training (28) natural images (24) object recognition (271)

Papers

Quantitative Universal Approximation Bounds for Deep Belief Networks ICML 2023
A Deep Learning Method for Pathological Voice Detection Using Convolutional Deep Belief Networks INTERSPEECH 2018
Deep Learning the Ising Model Near Criticality JMLR 2018
Transfer Learning for Improving Speech Emotion Classification Accuracy INTERSPEECH 2018
Automatic Gating of Attributes in Deep Structure IJCAI 2018
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
Augmentable Gamma Belief Networks JMLR 2016
Universal Approximation Results for the Temporal Restricted Boltzmann Machine and the Recurrent Temporal Restricted Boltzmann Machine JMLR 2016
DBN-ivector Framework for Acoustic Emotion Recognition INTERSPEECH 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
Facial Expression Recognition via a Boosted Deep Belief Network CVPR 2014
Fully Automated Non-rigid Segmentation with Distance Regularized Level Set Evolution Initialized and Constrained by Deep-structured Inference CVPR 2014
Non-rigid Segmentation using Sparse Low Dimensional Manifolds and Deep Belief Networks CVPR 2014
Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions AISTATS 2013
Top-Down Regularization of Deep Belief Networks NIPS 2013
Facial Feature Tracking Under Varying Facial Expressions and Face Poses Based on Restricted Boltzmann Machines CVPR 2013
Approximation properties of DBNs with binary hidden units and real-valued visible units ICML 2013
A Better Way to Pretrain Deep Boltzmann Machines NIPS 2012
Cardinality Restricted Boltzmann Machines NIPS 2012
Multiresolution Deep Belief Networks AISTATS 2012
In All Likelihood, Deep Belief Is Not Enough JMLR 2011
Algorithms for Hyper-Parameter Optimization NIPS 2011
Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine NIPS 2010
PyBrain JMLR 2010