Bethge Lab

Pinned

1. foolbox Public

   A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

   Python 2.4k 410

2. model-vs-human Public

   Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

   Python 237 22

3. robust-detection-benchmark Public

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

   Jupyter Notebook 161 25

4. imagecorruptions Public

   Python package to corrupt arbitrary images.

   Python 288 47

5. AnalysisBySynthesis Public

   Adversarially Robust Neural Network on MNIST.

   Python 61 18

6. stylize-datasets Public

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

   Python 135 31