Robert Geirhos rgeirhos

Pinned repositories

1. object-recognition

   Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2018)

   Matlab 24 13

2. generalisation-humans-DNNs

   Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)

   R 39 7

3. Stylized-ImageNet

   Code to create Stylized-ImageNet, a stylized version of standard ImageNet.

   Python 23 4

4. texture-vs-shape

   Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (under review at ICLR 2019)

   R 24 3