Robert Geirhos (@rgeirhos)
github

rgeirhos

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  • Stars
    star
    1,481
  • Global Rank 20,303 (Top 0.8 %)
  • Followers 218
  • Following 62
  • Registered over 7 years ago
  • Most used languages
    Python
         42.9 %
    R
         28.6 %
    MATLAB
         14.3 %
    TeX
         14.3 %
  • Location 🇨🇦 Canada
  • Country Total Rank 664
  • Country Ranking
    R
         8
    TeX
         34
    MATLAB
         78
    Python
         234

Top repositories

1

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)
R
762
star
2

Stylized-ImageNet

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
Python
471
star
3

generalisation-humans-DNNs

Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)
R
95
star
4

shortcut-perspective

Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)
Python
90
star
5

academic-cv-publications

Generate a customised list of publications for your LaTeX CV using BibTeX entries.
TeX
78
star
6

object-recognition

Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)
MATLAB
34
star
7

dataset-pruning-metrics

Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)
22
star
8

linux-sort-iCloud-photos

Script to sort photos from iCloud on Linux by date
Python
5
star