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Patricia Rubisch
Patricia Rubisch
PostDoc at Medical School Berlin in Computational Neuroscience
Verified email at medicalschool-berlin.de
Title
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Year
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
R Geirhos, P Rubisch, C Michaelis, M Bethge, FA Wichmann, W Brendel
arXiv preprint arXiv:1811.12231, 2018
27412018
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
R Geirhos, P Rubisch, C Michaelis, M Bethge, FA Wichmann, W Brendel
arXiv preprint arXiv:1811.12231, 2018
27362018
Comparison-based framework for psychophysics: Lab versus crowdsourcing
S Haghiri, P Rubisch, R Geirhos, F Wichmann, U von Luxburg
arXiv preprint arXiv:1905.07234, 2019
82019
Gradient-based learning of compositional dynamics with modular rnns
S Otte, P Rubisch, MV Butz
Artificial Neural Networks and Machine Learning–ICANN 2019: Theoretical …, 2019
82019
Inducing a human-like shape bias leads to emergent human-level distortion robustness in CNNs
R Geirhos, P Rubisch, J Rauber, CRM Temme, C Michaelis, W Brendel, ...
Journal of Vision 19 (10), 209c-209c, 2019
22019
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