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20152010s
Matthias Bethge
Computational neuroscientist whose Tübingen lab produced neural style transfer and much of the work on vision-model robustness.
Organizations
University of TübingenMax Planck Institute for Biological Cybernetics
Major Achievements
- •Co-authored 'A Neural Algorithm of Artistic Style' (2015) with Leon Gatys and Alexander Ecker.
- •Led work showing convolutional networks are biased toward texture rather than shape, unlike human vision.
- •Built the Bethge Lab into a centre for comparing artificial and biological visual processing.
- •Contributed benchmarks for adversarial robustness in vision models.
Key Papers
- A Neural Algorithm of Artistic Style
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge · arXiv · 2015