48 citations · 84 across the 5 of their papers we have counts for
7 papers
Guiding human gaze with convolutional neural networks
Leon A. Gatys, Matthias Kümmerer, Thomas S. A. Wallis +1
The eye fixation patterns of human observers are a fundamental indicator of the aspects of an image to which humans attend. Thus, manipulating fixation patterns to guide human atte…
Neural system identification for large populations separating "what" and "where"
David A. Klindt, Alexander S. Ecker, Thomas Euler +1
Neuroscientists classify neurons into different types that perform similar computations at different locations in the visual field. Traditional methods for neural system identifica…
Synthesising Dynamic Textures using Convolutional Neural Networks
Christina M. Funke, Leon A. Gatys, Alexander S. Ecker +1
Here we present a parametric model for dynamic textures. The model is based on spatiotemporal summary statistics computed from the feature representations of a Convolutional Neural…
Preserving Color in Neural Artistic Style Transfer
Leon A. Gatys, Matthias Bethge, Aaron Hertzmann +1
This note presents an extension to the neural artistic style transfer algorithm (Gatys et al.). The original algorithm transforms an image to have the style of another given image.…
Texture Synthesis Using Shallow Convolutional Networks with Random Filters
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys +1
Here we demonstrate that the feature space of random shallow convolutional neural networks (CNNs) can serve as a surprisingly good model of natural textures. Patches from the same…
A Generative Model of Natural Texture Surrogates
Niklas Ludtke, Debapriya Das, Lucas Theis +1
Natural images can be viewed as patchworks of different textures, where the local image statistics is roughly stationary within a small neighborhood but otherwise varies from regio…