5 open source projects by 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)

✭ 556

r deep-learning texture shape features

2. Stylized Imagenet

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

✭ 353

python deep-learning computer-vision style-transfer

3. generalisation-humans-DNNs

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

✭ 79

r python matlab deep-learning psychophysics object-recognition human-vision generalisation

4. academic-cv-publications

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

✭ 60

TeX latex bibtex cv publications academic-cv

5. shortcut-perspective

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

✭ 67

python deep-learning shortcut robustness generalisation interdisciplinary shortcut-learning

1-5 of 5 user projects