EvgeniaAR

game-of-noise

Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image corruptions"

imagecorruptions

Python package to corrupt arbitrary images.

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

Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

AnInfoNCE

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"

robustness

Corruption and Perturbation Robustness (ICLR 2019)

starter-academic-1

📝 Easily create a beautiful website using Hugo, GitHub, and Netlify

stylize-datasets

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

icml-2022

Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)

EvgeniaAR/robustness

Corruption and Perturbation Robustness (ICLR 2019)

EvgeniaAR/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"

EvgeniaAR/starter-academic-1

📝 Easily create a beautiful website using Hugo, GitHub, and Netlify

EvgeniaAR/stylize-datasets

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

EvgeniaAR/error_consistency_paper

EvgeniaAR/evgeniarusak

EvgeniaAR/foolbox

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

EvgeniaAR/kornia

Open Source Differentiable Computer Vision Library for PyTorch

EvgeniaAR/korniaOfficial

EvgeniaAR/robust-detection-benchmark

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