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Factorial coding of natural images: how effective are linear models in removing higher-order dependencies?

Bethge, M · 2006

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Sequential monte carlo samplers

Moral, Pierre Del, Doucet, Arnaud, and Jasra, Ajay · 2006

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Estimates of the information content and dimensionality of natural scenes from proximity distributions

Chandler, Damon M and Field, David J · 2007

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Hierarchical statistical models of computation in the visual cortex

Karklin, Y · 2007

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On the quantitative analysis of deep belief networks

Salakhutdinov, Ruslan and Murray, Iain · 2008

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Thermodynamics of natural images

Original

Evaluating probabilities under high-dimensional latent variable models

Murray, Iain and Salakhutdinov, Ruslan · 2009

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The” tree-dependent components” of natural images are edge filters

Zoran, Daniel and Weiss, Yair · 2009

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Mcmc using hamiltonian dynamics

Neal, Radford M · 2010

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Modeling pixel means and covariances using factorized third-order boltzmann machines

Ranzato, Marc’Aurelio and Hinton, Geoffrey E · 2010

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Learning higher-order features of natural images via factorization

Culpepper, Benjamin J., Sohl-Dickstein, Jascha, and Olshausen, Bruno · 2011

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Minimum probability flow learning

Sohl-Dickstein, Jascha, Battaglino, Peter, and DeWeese, Michael R · 2011

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