Robert Geirhos

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

rgeirhos

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

rgeirhos

Generate a customised list of publications for your LaTeX CV using BibTeX entries.

rgeirhos

Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)

rgeirhos

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

rgeirhos

Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)

rgeirhos

Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)

rgeirhos