Leon A. Gatys

24 papers A* 4Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Disentangled Safety Adapters Enable Efficient Guardrails and Flexible Inference-Time Alignment.
CoRR
Kundan Krishna, Joseph Y. Cheng, Charles Maalouf, Leon A. Gatys
2025 J jnl
PersonaTeaming: Exploring How Introducing Personas Can Improve Automated AI Red-Teaming.
CoRR
Wesley Hanwen Deng, Sunnie S. Y. Kim, Akshita Jha, Ken Holstein, Motahhare Eslami, Lauren Wilcox, Leon A. Gatys
2025 J jnl
SafetyPairs: Isolating Safety Critical Image Features with Counterfactual Image Generation.
CoRR
Alec Helbling, Shruti Palaskar, Kundan Krishna, Polo Chau, Leon A. Gatys, Joseph Yitan Cheng
2025 J jnl
VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safety.
CoRR
Shruti Palaskar, Leon A. Gatys, Mona Abdelrahman, Mar Jacobo, Larry Lindsey, Rutika Moharir, Gunnar Lund, Yang Xu, Navid Shiee, Jeffrey P. Bigham, Charles Maalouf, Joseph Yitan Cheng
2021 — conf
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance.
MLHC
Andrew C. Miller, Leon A. Gatys, Joseph Futoma, Emily B. Fox
2021 J jnl
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance.
CoRR
Andrew C. Miller, Leon A. Gatys, Joseph Futoma, Emily B. Fox
2019 A* conf
App Usage Predicts Cognitive Ability in Older Adults.
CHI
Mitchell L. Gordon, Leon A. Gatys, Carlos Guestrin, Jeffrey P. Bigham, Andrew Trister, Kayur Patel
2019 J jnl
Deep convolutional models improve predictions of macaque V1 responses to natural images.
PLoS Comput. Biol.
Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Leon A. Gatys, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
2019 J jnl
Modeling patterns of smartphone usage and their relationship to cognitive health.
CoRR
Jonas Rauber, Emily B. Fox, Leon A. Gatys
2018 — conf
Diverse Feature Visualizations Reveal Invariances in Early Layers of Deep Neural Networks.
ECCV (12)
Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker
2018 J jnl
Diverse feature visualizations reveal invariances in early layers of deep neural networks.
CoRR
Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker
2017 A* conf
Controlling Perceptual Factors in Neural Style Transfer.
CVPR
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
2017 J jnl
Guiding human gaze with convolutional neural networks.
CoRR
Leon A. Gatys, Matthias Kümmerer, Thomas S. A. Wallis, Matthias Bethge
2017 J jnl
Synthesising Dynamic Textures using Convolutional Neural Networks.
CoRR
Christina M. Funke, Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2017 — —
Texture synthesis and style transfer using perceptual image representations from convolutional neural networks.
Leon A. Gatys
2017 A* conf
Understanding Low- and High-Level Contributions to Fixation Prediction.
ICCV
Matthias Kümmerer, Thomas S. A. Wallis, Leon A. Gatys, Matthias Bethge
2017 — conf
What does it take to generate natural textures?
ICLR (Poster)
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge
2016 J jnl
Controlling Perceptual Factors in Neural Style Transfer.
CoRR
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
2016 A* conf
Image Style Transfer Using Convolutional Neural Networks.
CVPR
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2016 J jnl
Preserving Color in Neural Artistic Style Transfer.
CoRR
Leon A. Gatys, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
2016 J jnl
Texture Synthesis Using Shallow Convolutional Networks with Random Filters.
CoRR
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge
2015 J jnl
A Neural Algorithm of Artistic Style.
CoRR
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2015 — conf
Texture Synthesis Using Convolutional Neural Networks.
NIPS
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2015 J jnl
Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks.
CoRR
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge