Leon A. Gatys
5 papers · 2016–2021 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
statistical learning
(1)
image generation
(1)
style transfer
(1)
image synthesis
(1)
feature representation
(1)
image processing
(1)
convolutional neural network
(1)
confidence interval
(1)
artistic style
(1)
image manipulation
(1)
neural style transfer
(1)
model fairness
(1)
model-based metrics
(1)
subpopulation performance
(1)
perceptual factor
(1)
neural algorithm
(1)
predictive model evaluation
(1)
Papers
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance
MLHC 2021
Diverse feature visualizations reveal invariances in early layers of deep neural networks
ECCV 2018
Controlling Perceptual Factors in Neural Style Transfer
CVPR 2017
Understanding Low- and High-Level Contributions to Fixation Prediction
ICCV 2017
Image Style Transfer Using Convolutional Neural Networks
CVPR 2016