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natural images

24 papers

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Co-occurring keywords

receptive field (94) visual cortex (49) sparse coding (234) sensory coding (6) deep belief network (37) feature learning (1311) unsupervised learning (3264) efficient coding (19) v1 simple cells (3) v1 neurons (5)

Papers

MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NIPS 2024
Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images NIPS 2023
Optimal visual search based on a model of target detectability in natural images NIPS 2020
Color Visual Illusions: A Statistics-based Computational Model NIPS 2020
PixelCNN Models with Auxiliary Variables for Natural Image Modeling ICML 2017
Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons NIPS 2017
Multi-Oriented Text Detection With Fully Convolutional Networks CVPR 2016
Using Projection Kurtosis Concentration Of Natural Images For Blind Noise Covariance Matrix Estimation CVPR 2014
Orientation Robust Text Line Detection in Natural Images CVPR 2014
In All Likelihood, Deep Belief Is Not Enough JMLR 2011
Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NIPS 2011
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images AISTATS 2010
Learning transport operators for image manifolds NIPS 2009
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NIPS 2008
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction NIPS 2008
Natural Image Denoising with Convolutional Networks NIPS 2008
Learning Horizontal Connections in a Sparse Coding Model of Natural Images NIPS 2007
On Sparsity and Overcompleteness in Image Models NIPS 2007
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images NIPS 2007
Estimating disparity with confidence from energy neurons NIPS 2007
Modeling image patches with a directed hierarchy of Markov random fields NIPS 2007
Emergence of conjunctive visual features by quadratic independent component analysis NIPS 2006
Efficient sparse coding algorithms NIPS 2006
A Theory of Retinal Population Coding NIPS 2006