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Leon A. Gatys · SciRah

Researcher profile · Semantic Scholar

Leon A. Gatys

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Leon A. Gatys — researcher profile on SciRah

h-index: 17
Works: 36
Citations: 13K

Most-cited papers

Image Style Transfer Using Convolutional Neural Networks
Leon A. Gatys, Alexander S. Ecker, M. Bethge
2016Computer Vision and Pattern Recognition5,942 citations
Semantic Scholar
A Neural Algorithm of Artistic Style
Leon A. Gatys, Alexander S. Ecker, M. Bethge
2015arXiv.org3,140 citations Open access
Semantic Scholar
Texture Synthesis Using Convolutional Neural Networks
Leon A. Gatys, Alexander S. Ecker, M. Bethge
2015Neural Information Processing Systems1,475 citations
Semantic Scholar
Controlling Perceptual Factors in Neural Style Transfer
Leon A. Gatys, Alexander S. Ecker, M. Bethge, Aaron Hertzmann +1 more
2016Computer Vision and Pattern Recognition508 citations
Semantic Scholar
Deep convolutional models improve predictions of macaque V1 responses to natural images
Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Leon A. Gatys +3 more
2017bioRxiv408 citations Open access
Semantic Scholar
Understanding Low- and High-Level Contributions to Fixation Prediction
Matthias Kümmerer, Thomas S. A. Wallis, Leon A. Gatys, M. Bethge
2017IEEE International Conference on Computer Vision295 citations
Semantic Scholar
Preserving Color in Neural Artistic Style Transfer
Leon A. Gatys, M. Bethge, Aaron Hertzmann, Eli Shechtman
2016arXiv.org151 citations
Semantic Scholar
Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks
Leon A. Gatys, Alexander S. Ecker, M. Bethge
2015arXiv.org134 citations
Semantic Scholar
Texture and art with deep neural networks.
Leon A. Gatys, Alexander S. Ecker, M. Bethge
2017Current Opinion in Neurobiology87 citations
Semantic Scholar
Learning divisive normalization in primary visual cortex
Max F. Günthner, Santiago A. Cadena, George H. Denfield, Edgar Y. Walker +4 more
2019bioRxiv70 citations Open access
Semantic Scholar
A parametric texture model based on deep convolutional features closely matches texture appearance for humans
Thomas S. A. Wallis, Christina M. Funke, Alexander S. Ecker, Leon A. Gatys +2 more
2017bioRxiv65 citations Open access
Semantic Scholar
App Usage Predicts Cognitive Ability in Older Adults
Mitchell L. Gordon, Leon A. Gatys, Carlos Guestrin, J. Bigham +2 more
2019International Conference on Human Factors in Computing Systems58 citations Open access
Semantic Scholar
Image content is more important than Bouma’s Law for scene metamers
Thomas S. A. Wallis, Christina M. Funke, Alexander S. Ecker, Leon A. Gatys +2 more
2018bioRxiv56 citations Open access
Semantic Scholar
Texture Synthesis Using Shallow Convolutional Networks with Random Filters
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, M. Bethge
2016arXiv.org50 citations
Semantic Scholar
What does it take to generate natural textures?
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, M. Bethge
2017International Conference on Learning Representations36 citations
Semantic Scholar
Diverse feature visualizations reveal invariances in early layers of deep neural networks
Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, M. Bethge +1 more
2018European Conference on Computer Vision34 citations Open access
Semantic Scholar
Synthesising Dynamic Textures using Convolutional Neural Networks
Christina M. Funke, Leon A. Gatys, Alexander S. Ecker, M. Bethge
2017arXiv.org18 citations
Semantic Scholar
Guiding human gaze with convolutional neural networks
Leon A. Gatys, Matthias Kümmerer, Thomas S. A. Wallis, M. Bethge
2017arXiv.org16 citations
Semantic Scholar
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance
Andrew C. Miller, Leon A. Gatys, Joseph Futoma, Emily B. Fox
2021Machine Learning in Health Care14 citations
Semantic Scholar
PersonaTeaming: Exploring How Introducing Personas Can Improve Automated AI Red-Teaming
W. Deng, Sunnie S. Y. Kim, Akshita Jha, Kenneth Holstein +3 more
2025arXiv.org13 citations
Semantic Scholar
Towards matching peripheral appearance for arbitrary natural images using deep features
Thomas S. A. Wallis, Christina M. Funke, Alexander S. Ecker, Leon A. Gatys +2 more
20178 citations Open access
Semantic Scholar
Synaptic unreliability facilitates information transmission in balanced cortical populations.
Leon A. Gatys, Alexander S. Ecker, T. Tchumatchenko, M. Bethge
2015Physical review. E, Statistical, nonlinear, and soft matter physics8 citations Open access
Semantic Scholar
Disentangled Safety Adapters Enable Efficient Guardrails and Flexible Inference-Time Alignment
Kundan Krishna, J. Y. Cheng, Charlie Maalouf, Leon A. Gatys
2025arXiv.org7 citations
Semantic Scholar
Modeling patterns of smartphone usage and their relationship to cognitive health
Jonas Rauber, Emily B. Fox, Leon A. Gatys
2019arXiv.org7 citations
Semantic Scholar
Texture synthesis and style transfer using perceptual image representations from convolutional neural networks
Leon A. Gatys
20174 citations
Semantic Scholar
Introduction to NIPS 2017 Competition Track
Sergio Escalera, Markus Weimer, M. Burtsev, Valentin Malykh +35 more
20182 citations
Semantic Scholar
Supplementary Material: Controlling Perceptual Factors in Neural Style Transfer
Leon A. Gatys, Alexander S. Ecker, M. Bethge
20161 citations
Semantic Scholar
Seeking summary statistics that match peripheral visual appearance using naturalistic textures generated by Deep Neural Networks
Thomas S. A. Wallis, Alexander S. Ecker, Leon A. Gatys, Christina M. Funke +2 more
20161 citations Open access
Semantic Scholar
Peer Review #2 of "Small facial image dataset augmentation using conditional GANs based on incomplete edge feature input (v0.2)"
S. Hung, John Q. Gan, M. Arjovsky, L. Bottou +187 more
20210 citations Open access
Semantic Scholar
Peer Review #3 of "A comprehensive review of deep learning-based single image super-resolution (v0.1)"
Syed Muhammad, A. Bashir, Yi Wang, Mahrukh A. Khan +496 more
20210 citations Open access
Semantic Scholar
Author response: Image content is more important than Bouma’s Law for scene metamers
Thomas S. A. Wallis, Christina M. Funke, Alexander S. Ecker, Leon A. Gatys +2 more
20190 citations Open access
Semantic Scholar
Predicting Fixations From Deep and Low-Level Features
Matthias Kümmerer, Thomas S. A. Wallis, Leon A. Gatys, M. Bethge
20170 citations
Semantic Scholar
Texture Modelling Using Convolutional Neural Networks
Leon A. Gatys, Alexander S. Ecker, M. Bethge
20160 citations
Semantic Scholar
Texture synthesis using random shallow neural networks
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, M. Bethge
20160 citations
Semantic Scholar
How much signal is there in the noise
Leon A. Gatys, Alexander S. Ecker, T. Tchumatchenko, M. Bethge
20140 citations
Semantic Scholar
Information Coding in the Variance of Neural Activity
Leon A. Gatys, Alexander S. Ecker, T. Tchumatchenko, M. Bethge
20130 citations
Semantic Scholar

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