| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Laurens van der Maaten, Geoffrey E. Hinton |
Visualizing non-metric similarities in multiple maps.  |
Machine Learning  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton |
Conditional Restricted Boltzmann Machines for Structured Output Prediction |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Abdel-rahman Mohamed, George E. Dahl, Geoffrey E. Hinton |
Acoustic Modeling Using Deep Belief Networks. |
IEEE Transactions on Audio, Speech & Language Processing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Dong Yu, Geoffrey E. Hinton, Nelson Morgan, Jen-Tzung Chien, Shigeki Sagayama |
Introduction to the Special Section on Deep Learning for Speech and Language Processing. |
IEEE Transactions on Audio, Speech & Language Processing |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Graham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis |
Two Distributed-State Models For Generating High-Dimensional Time Series. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Geoffrey E. Hinton |
A better way to learn features: technical perspective. |
Commun. ACM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruhi Sarikaya, Geoffrey E. Hinton, Bhuvana Ramabhadran |
Deep belief nets for natural language call-routing. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Abdel-rahman Mohamed, Tara N. Sainath, George E. Dahl, Bhuvana Ramabhadran, Geoffrey E. Hinton, Michael A. Picheny |
Deep Belief Networks using discriminative features for phone recognition. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Navdeep Jaitly, Geoffrey E. Hinton |
Learning a better representation of speech soundwaves using restricted boltzmann machines. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffrey E. Hinton, Alex Krizhevsky, Sida D. Wang |
Transforming Auto-Encoders. |
ICANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alex Krizhevsky, Geoffrey E. Hinton |
Using very deep autoencoders for content-based image retrieval. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ilya Sutskever, James Martens, Geoffrey E. Hinton |
Generating Text with Recurrent Neural Networks. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joshua Susskind, Geoffrey E. Hinton, Roland Memisevic, Marc Pollefeys |
Modeling the joint density of two images under a variety of transformations. |
CVPR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Marc'Aurelio Ranzato, Joshua Susskind, Volodymyr Mnih, Geoffrey E. Hinton |
On deep generative models with applications to recognition. |
CVPR |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton |
Conditional Restricted Boltzmann Machines for Structured Output Prediction. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Marc'Aurelio Ranzato, Alex Krizhevsky, Geoffrey E. Hinton |
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ilya Sutskever, Geoffrey E. Hinton |
Temporal-Kernel Recurrent Neural Networks. |
Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tanya Schmah, Grigori Yourganov, Richard S. Zemel, Geoffrey E. Hinton, Steven L. Small, Stephen C. Strother |
Comparing Classification Methods for Longitudinal fMRI Studies. |
Neural Computation |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Roland Memisevic, Geoffrey E. Hinton |
Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines. |
Neural Computation |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffrey E. Hinton |
Deep Belief Nets. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffrey E. Hinton |
Boltzmann Machines. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Abdel-rahman Mohamed, Geoffrey E. Hinton |
Phone recognition using Restricted Boltzmann Machines. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Volodymyr Mnih, Geoffrey E. Hinton |
Learning to Detect Roads in High-Resolution Aerial Images. |
ECCV |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Vinod Nair, Geoffrey E. Hinton |
Rectified Linear Units Improve Restricted Boltzmann Machines. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Marc'Aurelio Ranzato, Geoffrey E. Hinton |
Modeling pixel means and covariances using factorized third-order boltzmann machines. |
CVPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Graham W. Taylor, Leonid Sigal, David J. Fleet, Geoffrey E. Hinton |
Dynamical binary latent variable models for 3D human pose tracking. |
CVPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton |
Binary coding of speech spectrograms using a deep auto-encoder. |
INTERSPEECH |
2010 |
DBLP BibTeX RDF |
|
| 1 | Marc'Aurelio Ranzato, Volodymyr Mnih, Geoffrey E. Hinton |
Generating more realistic images using gated MRF's. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Roland Memisevic, Christopher Zach, Geoffrey E. Hinton, Marc Pollefeys |
Gated Softmax Classification. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Hugo Larochelle, Geoffrey E. Hinton |
Learning to combine foveal glimpses with a third-order Boltzmann machine. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | George E. Dahl, Marc'Aurelio Ranzato, Abdel-rahman Mohamed, Geoffrey E. Hinton |
Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ruslan Salakhutdinov, Geoffrey E. Hinton |
Deep Boltzmann Machines. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Andriy Mnih, Zhang Yuecheng, Geoffrey E. Hinton |
Improving a statistical language model through non-linear prediction. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruslan Salakhutdinov, Geoffrey E. Hinton |
Semantic hashing. |
Int. J. Approx. Reasoning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffrey E. Hinton |
Deep belief networks. |
Scholarpedia |
2009 |
DBLP BibTeX RDF |
|
| 1 | Matthew D. Zeiler, Graham W. Taylor, Nikolaus F. Troje, Geoffrey E. Hinton |
Modeling pigeon behavior using a Conditional Restricted Boltzmann Machine. |
ESANN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Nicolas Heess, Christopher K. I. Williams, Geoffrey E. Hinton |
Learning Generative Texture Models with extended Fields-of-Experts. |
BMVC |
2009 |
DBLP BibTeX RDF |
|
| 1 | Kay Yu, Ruslan Salakhutdinov, Yann LeCun, Geoffrey E. Hinton, Yoshua Bengio |
Workshop summary: Workshop on learning feature hierarchies. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tijmen Tieleman, Geoffrey E. Hinton |
Using fast weights to improve persistent contrastive divergence. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Graham W. Taylor, Geoffrey E. Hinton |
Factored conditional restricted Boltzmann Machines for modeling motion style. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Graham W. Taylor, Geoffrey E. Hinton |
Products of Hidden Markov Models: It Takes N>1 to Tango. |
UAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Mark Palatucci, Dean Pomerleau, Geoffrey E. Hinton, Tom M. Mitchell |
Zero-shot Learning with Semantic Output Codes. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ruslan Salakhutdinov, Geoffrey E. Hinton |
Replicated Softmax: an Undirected Topic Model. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Vinod Nair, Geoffrey E. Hinton |
3D Object Recognition with Deep Belief Nets. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ilya Sutskever, Geoffrey E. Hinton |
Deep, Narrow Sigmoid Belief Networks Are Universal Approximators. |
Neural Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Vinod Nair, Joshua Susskind, Geoffrey E. Hinton |
Analysis-by-Synthesis by Learning to Invert Generative Black Boxes. |
ICANN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhang Yuecheng, Andriy Mnih, Geoffrey E. Hinton |
Improving a statistical language model by modulating the effects of context words. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Andriy Mnih, Geoffrey E. Hinton |
A Scalable Hierarchical Distributed Language Model. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ilya Sutskever, Geoffrey E. Hinton |
Using matrices to model symbolic relationship. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Vinod Nair, Geoffrey E. Hinton |
Implicit Mixtures of Restricted Boltzmann Machines. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ilya Sutskever, Geoffrey E. Hinton, Graham W. Taylor |
The Recurrent Temporal Restricted Boltzmann Machine. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Tanya Schmah, Geoffrey E. Hinton, Richard S. Zemel, Steven L. Small, Stephen C. Strother |
Generative versus discriminative training of RBMs for classification of fMRI images. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | James Cook, Ilya Sutskever, Andriy Mnih, Geoffrey E. Hinton |
Visualizing Similarity Data with a Mixture of Maps. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ruslan Salakhutdinov, Geoffrey E. Hinton |
Learning a Nonlinear Embedding by Preserving Class Neighbourhood Structure. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ilya Sutskever, Geoffrey E. Hinton |
Learning Multilevel Distributed Representations for High-Dimensional Sequences. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Geoffrey E. Hinton |
Boltzmann machine. |
Scholarpedia |
2007 |
DBLP BibTeX RDF |
|
| 1 | Andriy Mnih, Geoffrey E. Hinton |
Three new graphical models for statistical language modelling. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hinton |
Restricted Boltzmann machines for collaborative filtering. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Roland Memisevic, Geoffrey E. Hinton |
Unsupervised Learning of Image Transformations. |
CVPR |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ruslan Salakhutdinov, Geoffrey E. Hinton |
Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Simon Osindero, Geoffrey E. Hinton |
Modeling image patches with a directed hierarchy of Markov random fields. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Geoffrey E. Hinton, Simon Osindero, Max Welling, Yee Whye Teh |
Unsupervised Discovery of Nonlinear Structure Using Contrastive Backpropagation. |
Cognitive Science |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffrey E. Hinton, Simon Osindero, Yee Whye Teh |
A Fast Learning Algorithm for Deep Belief Nets. |
Neural Computation |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Simon Osindero, Max Welling, Geoffrey E. Hinton |
Topographic Product Models Applied to Natural Scene Statistics. |
Neural Computation |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Graham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis |
Modeling Human Motion Using Binary Latent Variables. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Roland Memisevic, Geoffrey E. Hinton |
Improving dimensionality reduction with spectral gradient descent. |
Neural Networks |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffrey E. Hinton |
What kind of graphical model is the brain? |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Geoffrey E. Hinton, Vinod Nair |
Inferring Motor Programs from Images of Handwritten Digits. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Max Welling, Richard S. Zemel, Geoffrey E. Hinton |
Probabilistic sequential independent components analysis. |
IEEE Transactions on Neural Networks |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Sallans, Geoffrey E. Hinton |
Reinforcement Learning with Factored States and Actions. |
Journal of Machine Learning Research |
2004 |
DBLP BibTeX RDF |
|
| 1 | Jacob Goldberger, Sam T. Roweis, Geoffrey E. Hinton, Ruslan Salakhutdinov |
Neighbourhood Components Analysis. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Roland Memisevic, Geoffrey E. Hinton |
Multiple Relational Embedding. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Max Welling, Michal Rosen-Zvi, Geoffrey E. Hinton |
Exponential Family Harmoniums with an Application to Information Retrieval. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Yee Whye Teh, Max Welling, Simon Osindero, Geoffrey E. Hinton |
Energy-Based Models for Sparse Overcomplete Representations. |
Journal of Machine Learning Research |
2003 |
DBLP BibTeX RDF |
|
| 1 | Max Welling, Richard S. Zemel, Geoffrey E. Hinton |
Efficient Parametric Projection Pursuit Density Estimation. |
UAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Geoffrey E. Hinton, Max Welling, Andriy Mnih |
Wormholes Improve Contrastive Divergence. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Guy Mayraz, Geoffrey E. Hinton |
Recognizing Handwritten Digits Using Hierarchical Products of Experts. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2002 |
DBLP DOI BibTeX RDF |
products of experts, Neural networks, feature extraction, handwriting recognition, generative models, shape recognition, model-based recognition, Boltzmann machines |
| 1 | Geoffrey E. Hinton |
Training Products of Experts by Minimizing Contrastive Divergence. |
Neural Computation |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Sageev Oore, Demetri Terzopoulos, Geoffrey E. Hinton |
Local Physical Models for Interactive Character Animation. |
Comput. Graph. Forum |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Fiora Pirri, Geoffrey E. Hinton, Hector J. Levesque |
In Memory of Ray Reiter (1939-2002). |
AI Magazine |
2002 |
DBLP BibTeX RDF |
|
| 1 | Max Welling, Geoffrey E. Hinton |
A New Learning Algorithm for Mean Field Boltzmann Machines. |
ICANN |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Sageev Oore, Demetri Terzopoulos, Geoffrey E. Hinton |
A Desktop Input Device and Interface for Interactive 3D Character Animation. |
Graphics Interface |
2002 |
DBLP BibTeX RDF |
|
| 1 | Geoffrey E. Hinton, Sam T. Roweis |
Stochastic Neighbor Embedding. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Max Welling, Geoffrey E. Hinton, Simon Osindero |
Learning Sparse Topographic Representations with Products of Student-t Distributions. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Max Welling, Richard S. Zemel, Geoffrey E. Hinton |
Self Supervised Boosting. |
NIPS |
2002 |
DBLP BibTeX RDF |
|
| 1 | Alberto Paccanaro, Geoffrey E. Hinton |
Learning Distributed Representations of Concepts Using Linear Relational Embedding. |
IEEE Trans. Knowl. Data Eng. |
2001 |
DBLP DOI BibTeX RDF |
feature learning, learning structured data, generalization on relational data, Linear Relational Embedding, concept learning, Distributed representations |
| 1 | Geoffrey E. Hinton, Yee Whye Teh |
Discovering Multiple Constraints that are Frequently Approximately Satisfied. |
UAI |
2001 |
DBLP BibTeX RDF |
|
| 1 | Sam T. Roweis, Lawrence K. Saul, Geoffrey E. Hinton |
Global Coordination of Local Linear Models. |
NIPS |
2001 |
DBLP BibTeX RDF |
|
| 1 | Andrew D. Brown, Geoffrey E. Hinton |
Relative Density Nets: A New Way to Combine Backpropagation with HMM's. |
NIPS |
2001 |
DBLP BibTeX RDF |
|
| 1 | Alberto Paccanaro, Geoffrey E. Hinton |
Learning Hierarchical Structures with Linear Relational Embedding. |
NIPS |
2001 |
DBLP BibTeX RDF |
|
| 1 | Naonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Geoffrey E. Hinton |
SMEM Algorithm for Mixture Models. |
Neural Computation |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoubin Ghahramani, Geoffrey E. Hinton |
Variational Learning for Switching State-Space Models. |
Neural Computation |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Naonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Geoffrey E. Hinton |
Split and Merge EM Algorithm for Improving Gaussian Mixture Density Estimates. |
VLSI Signal Processing |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Paccanaro, Geoffrey E. Hinton |
Learning Distributed Representations by Mapping Concepts and Relations into a Linear Space. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Alberto Paccanaro, Geoffrey E. Hinton |
Extracting Distributed Representations of Concepts and Relations from Positive and Negative Propositions. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffrey E. Hinton |
Modeling High-Dimensional Data by Combining Simple Experts. |
AAAI/IAAI |
2000 |
DBLP BibTeX RDF |
|
| 1 | Brian Sallans, Geoffrey E. Hinton |
Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Yee Whye Teh, Geoffrey E. Hinton |
Rate-coded Restricted Boltzmann Machines for Face Recognition. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Guy Mayraz, Geoffrey E. Hinton |
Recognizing Hand-written Digits Using Hierarchical Products of Experts. |
NIPS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Brendan J. Frey, Geoffrey E. Hinton |
Variational Learning in Nonlinear Gaussian Belief Networks. |
Neural Computation |
1999 |
DBLP DOI BibTeX RDF |
|
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