conftrace_

deep belief network

37 papers

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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

Why Does Unsupervised Pre-training Help Deep Learning? AISTATS 2010
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images AISTATS 2010
Learning the Structure of Deep Sparse Graphical Models AISTATS 2010
Why Does Unsupervised Pre-training Help Deep Learning? JMLR 2010
Exploring Strategies for Training Deep Neural Networks JMLR 2009
3D Object Recognition with Deep Belief Nets NIPS 2009
Unsupervised feature learning for audio classification using convolutional deep belief networks NIPS 2009
Evaluating probabilities under high-dimensional latent variable models NIPS 2008
Sparse Feature Learning for Deep Belief Networks NIPS 2007
Sparse deep belief net model for visual area V2 NIPS 2007
Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes NIPS 2007
Modeling image patches with a directed hierarchy of Markov random fields NIPS 2007