Robert Geirhos

Robert Geirhos

Universität Tubingen - Tübingen / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 1787863
Eberhard Karls University of Tübingen
person_outline Robert Geirhos's MOST POPULAR ARTICLES
1-) ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustnessR Geirhos, P Rubisch, C Michaelis, M Bethge, FA Wichmann, W BrendelOral @ International Conference on Learning Representations (ICLR 2019), 201917182019
2-) Shortcut Learning in Deep Neural NetworksR Geirhos, JH Jacobsen, C Michaelis, R Zemel, W Brendel, M Bethge, ...Nature Machine Intelligence 2 (11), 665-673, 20207442020
3-) Generalisation in humans and deep neural networksR Geirhos, CR Medina Temme, J Rauber, HH Schütt, M Bethge, ...Advances in Neural Information Processing Systems 31 (NeurIPS 2018), 20184192018
4-) Scaling vision transformers to 22 billion parametersM Dehghani, J Djolonga, B Mustafa, P Padlewski, J Heek, J Gilmer, ...Oral @ International Conference on Machine Learning (ICML 2023), 20235732023
5-) Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is ComingC Michaelis, B Mitzkus, R Geirhos, E Rusak, O Bringmann, AS Ecker, ...Machine Learning for Autonomous Driving Workshop (NeurIPS 2019), 20195502019