Factored conditional restricted Boltzmann Machines for modeling motion style

Reducing the Dimensionality of Data with Neural Networks

2006 • 18,756 citations

A Fast Learning Algorithm for Deep Belief Nets

2006 • 15,378 citations

Training Products of Experts by Minimizing Contrastive Divergence

2002 • 4,852 citations

Restricted Boltzmann machines for collaborative filtering

2007 • 1,862 citations

Information processing in dynamical systems: foundations of harmony theory

1986 • 1,646 citations

Sparse deep belief net model for visual area V2

2007 • 912 citations

Training restricted Boltzmann machines using approximations to the likelihood gradient

2008 • 875 citations

Modeling Human Motion Using Binary Latent Variables

2007 • 712 citations

Style machines

2000 • 698 citations

Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data

2003 • 684 citations

On Contrastive Divergence Learning.

2005 • 624 citations

On the quantitative analysis of deep belief networks

2008 • 459 citations

Exponential Family Harmoniums with an Application to Information Retrieval

2004 • 443 citations

Style translation for human motion

2005 • 306 citations

Unsupervised Learning of Image Transformations

2007 • 190 citations

Multifactor Gaussian process models for style-content separation

2007 • 130 citations

Modeling image patches with a directed hierarchy of Markov random fields

2007 • 105 citations

Learning for Larger Datasets with the Gaussian Process Latent Variable Model

2007 • 104 citations

Learning Motion Style Synthesis from Perceptual Observations

2007 • 72 citations

Style translation for human motion

2005 • 63 citations

Unsupervised Learning of Distributions of Binary Vectors Using 2-Layer Networks.

1991 • 51 citations

Non-linear latent factor models for revealing structure in high-dimensional data

2008 • 15 citations