Robert Geirhos rgeirhos

Pinned

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 439 56

2. Stylized-ImageNet

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

   Python 298 33

3. generalisation-humans-DNNs

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

   R 63 12

4. object-recognition

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

   MATLAB 27 14

5. bethgelab/robust-detection-benchmark

   Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

   Jupyter Notebook 102 14

6. academic-cv-publications

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

   TeX 25 7