The local low-dimensionality of natural images

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The local low-dimensionality of natural images

20 December 2014

Olivier J. Hénaff

Johannes Ballé

Neil C. Rabinowitz

Eero P. Simoncelli

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Papers citing "The local low-dimensionality of natural images"

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Title
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations T. Yerxa Yilun Kuang Eero P. Simoncelli SueYeon Chung 56 0 0 06 Mar 2023
Minimalistic Unsupervised Learning with the Sparse Manifold Transform Yubei Chen Zeyu Yun Yi Ma Bruno A. Olshausen Yann LeCun 94 8 0 30 Sep 2022
Do Neural Networks Compress Manifolds Optimally? Sourbh Bhadane Aaron B. Wagner Johannes Ballé 45 4 0 17 May 2022
The Effects of Image Distribution and Task on Adversarial Robustness Owen Kunhardt Arturo Deza T. Poggio 42 3 0 21 Feb 2021
Self-Supervised Learning of a Biologically-Inspired Visual Texture Model Nikhil Parthasarathy Eero P. Simoncelli 81 7 0 30 Jun 2020
Super-Resolution with Deep Convolutional Sufficient Statistics Joan Bruna Pablo Sprechmann Yann LeCun SupR 83 326 0 18 Nov 2015