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Michael Aerni's Projects

adversarial_spatial icon adversarial_spatial

Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.

asdfghjkl icon asdfghjkl

ASDL: Automatic Second-order Differentiation (for Fisher, Gradient covariance, Hessian, Jacobian, and Kernel) Library

ether icon ether

Java 3D / Media Processing Library

interpolation_robustness icon interpolation_robustness

Code for the paper "Interpolation can hurt robust generalization even when there is no noise" available here: https://papers.nips.cc/paper/2021/hash/c4f2c88e16a579900657c18726641c81-Abstract.html

ip6-molanet icon ip6-molanet

Source code of the "Biomedical Image Segmentation using Generative Adversarial Networks" bachelor thesis by Michael Aerni and Patrick Del Conte.

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