Leon A. Gatys

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Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks pdf

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2015, ArXiv.

Towards matching the peripheral visual appearance of arbitrary scenes using deep convolutional neural networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2016 .

Deep convolutional models improve predictions of macaque V1 responses to natural images

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2019, PLoS Comput. Biol..

Modeling patterns of smartphone usage and their relationship to cognitive health pdf

Leon A. Gatys, Emily B. Fox, Jonas Rauber, 2019, ArXiv.

Controlling Perceptual Factors in Neural Style Transfer

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Texture Synthesis Using Convolutional Neural Networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2015, NIPS.

Texture synthesis and style transfer using perceptual image representations from convolutional neural networks

Leon A. Gatys, 2017 .

Predicting Fixations From Deep and Low-Level Features

Leon A. Gatys, Matthias Bethge, Matthias Kümmerer, 2017 .

A Neural Algorithm of Artistic Style pdf

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2015, ArXiv.

Towards matching peripheral appearance for arbitrary natural images using deep features

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2017 .

Texture Modelling Using Convolutional Neural Networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2016 .

Guiding human gaze with convolutional neural networks pdf

Leon A. Gatys, Matthias Bethge, Matthias Kümmerer, 2017, ArXiv.

Image content is more important than Bouma’s Law for scene metamers

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2018 .

Texture Synthesis Using Shallow Convolutional Networks with Random Filters pdf

Leon A. Gatys, Matthias Bethge, Wieland Brendel, 2016, ArXiv.

App Usage Predicts Cognitive Ability in Older Adults

Leon A. Gatys, Kayur Patel, Carlos Guestrin, 2019, CHI.

Synthesising Dynamic Textures using Convolutional Neural Networks pdf

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2017, ArXiv.

Introduction to NIPS 2017 Competition Track

Sergio Escalera, Alexander I. Rudnicky, Sergey Levine, 2018 .

Preserving Color in Neural Artistic Style Transfer pdf

Leon A. Gatys, Matthias Bethge, Eli Shechtman, 2016, ArXiv.

What does it take to generate natural textures?

Leon A. Gatys, Matthias Bethge, Wieland Brendel, 2017, ICLR.

Image Style Transfer Using Convolutional Neural Networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

A parametric texture model based on deep convolutional features closely matches texture appearance for humans

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2017, bioRxiv.

Texture synthesis using random shallow neural networks

Leon A. Gatys, Matthias Bethge, Wieland Brendel, 2016 .

Information Coding in the Variance of Neural Activity

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2013 .

Diverse feature visualizations reveal invariances in early layers of deep neural networks

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2018, ECCV.

Understanding Low- and High-Level Contributions to Fixation Prediction

Leon A. Gatys, Matthias Bethge, Matthias Kümmerer, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance pdf

Leon A. Gatys, Emily B. Fox, Andrew C. Miller, 2021, MLHC.

Texture and art with deep neural networks

Leon A. Gatys, Alexander S. Ecker, M. Bethge, 2017, Current Opinion in Neurobiology.

A parametric texture model based on deep convolutional features closely matches texture appearance for humans

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2017, bioRxiv.

Learning divisive normalization in primary visual cortex

Leon A. Gatys, Alexander S. Ecker, George H. Denfield, 2019, bioRxiv.

Supplementary Material: Controlling Perceptual Factors in Neural Style Transfer

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2016 .

Image content is more important than Bouma’s Law for scene metamers

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2018, bioRxiv.

Deep convolutional models improve predictions of macaque V1 responses to natural images

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2017, bioRxiv.

Synaptic unreliability facilitates information transmission in balanced cortical populations.

Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.