 | 2007 |
|---|
| 8 |       | Simon Osindero,
Geoffrey E. Hinton:
Modeling image patches with a directed hierarchy of Markov random fields.
NIPS 2007 |
| 2006 |
|---|
| 7 | | David A. Ross,
Simon Osindero,
Richard S. Zemel:
Combining discriminative features to infer complex trajectories.
ICML 2006: 761-768 |
| 6 | | Geoffrey E. Hinton,
Simon Osindero,
Max Welling,
Yee Whye Teh:
Unsupervised Discovery of Nonlinear Structure Using Contrastive Backpropagation.
Cognitive Science 30(4): 725-731 (2006) |
| 5 | | Simon Osindero,
Max Welling,
Geoffrey E. Hinton:
Topographic Product Models Applied to Natural Scene Statistics.
Neural Computation 18(2): 381-414 (2006) |
| 4 | | Geoffrey E. Hinton,
Simon Osindero,
Yee Whye Teh:
A Fast Learning Algorithm for Deep Belief Nets.
Neural Computation 18(7): 1527-1554 (2006) |
| 2005 |
|---|
| 3 | | Edward Meeds,
Simon Osindero:
An Alternative Infinite Mixture Of Gaussian Process Experts.
NIPS 2005 |
| 2003 |
|---|
| 2 | | Yee Whye Teh,
Max Welling,
Simon Osindero,
Geoffrey E. Hinton:
Energy-Based Models for Sparse Overcomplete Representations.
Journal of Machine Learning Research 4: 1235-1260 (2003) |
| 2002 |
|---|
| 1 | | Max Welling,
Geoffrey E. Hinton,
Simon Osindero:
Learning Sparse Topographic Representations with Products of Student-t Distributions.
NIPS 2002: 1359-1366 |
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