conftrace_

deep boltzmann machine

20 papers

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Also known as

DBM

Co-occurring keywords

generative model (2892) unsupervised learning (3264) variational inference (2069) representation learning (6206) generative performance (4) neural network (6616) restricted boltzmann machine (98) variational approximation (32) multimodal learning (4645) information retrieval (1514)

Papers

End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization ICML 2023
Batch Normalized Deep Boltzmann Machines ACML 2018
Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding IJCAI 2017
Stochastic Difference of Convex Algorithm and its Application to Training Deep Boltzmann Machines AISTATS 2017
Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines AISTATS 2016
How to Center Deep Boltzmann Machines JMLR 2016
Listening With Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines ICCV 2015
Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery CVPR 2015
Beyond Principal Components: Deep Boltzmann Machines for Face Modeling CVPR 2015
Multimodal Learning with Deep Boltzmann Machines JMLR 2014
Deep Generative Stochastic Networks Trainable by Backprop ICML 2014
Multi-Prediction Deep Boltzmann Machines NIPS 2013
Deep Learning Shape Priors for Object Segmentation CVPR 2013
Deep Boltzmann Machines as Feed-Forward Hierarchies AISTATS 2012
Multimodal Learning with Deep Boltzmann Machines NIPS 2012
A Better Way to Pretrain Deep Boltzmann Machines NIPS 2012
Neuronal Adaptation for Sampling-Based Probabilistic Inference in Perceptual Bistability NIPS 2011
Learning to Learn with Compound HD Models NIPS 2011
Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model NIPS 2010
Efficient Learning of Deep Boltzmann Machines AISTATS 2010