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Evgenia Rusak's Projects

foolbox icon foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

game-of-noise icon game-of-noise

Trained model weights, training and evaluation code from the paper "Increasing the robustness of DNNs against image corruptions by playing the Game of Noise"

kornia icon kornia

Open Source Differentiable Computer Vision Library for PyTorch

robust-detection-benchmark icon robust-detection-benchmark

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

robustness icon robustness

Corruption and Perturbation Robustness (ICLR 2019)

stylize-datasets icon stylize-datasets

A script that applies the AdaIN style transfer method to arbitrary datasets

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