Robert Geirhos

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" (ICLR 2019 Oral)

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

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

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

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

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

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

linux-sort-iCloud-photos. Script to sort photos from iCloud on Linux by date

lucent. Lucid library adapted for PyTorch