Michael Aerni's repositories
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
adversarial_spatial
Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.
Language:PythonMIT000
iclr23-InductiveBiasesHarmlessInterpolation
Official repository for the paper "Strong inductive biases provably prevent harmless interpolation"
ip6-molanet
Source code of the "Biomedical Image Segmentation using Generative Adversarial Networks" bachelor thesis by Michael Aerni and Patrick Del Conte.
Language:PythonNOASSERTION000