Claudio Michaelis

Claudio Michaelis

Universität Tubingen - Tübingen / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 1787906
Eberhard Karls University of Tübingen
person_outline Claudio Michaelis'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 BrendelInternational Conference on Learning Representations (ICLR 2019), 201817192018
2-) Shortcut Learning in Deep Neural NetworksR Geirhos*, JH Jacobsen*, C Michaelis*, R Zemel, W Brendel, M Bethge, ...Nature Machine Intelligence, 20207352020
3-) 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 Autonomopus Driving Workshop, NeurIPS 2019, 20192072019
4-) Optimizing Rank-based Metrics with Blackbox DifferentiationM Rolínek, V Musil, A Paulus, M Vlastelica, C Michaelis, G MartiusComputer Vision and Pattern Recognition (CVPR 2020), 20191112019
5-) One-Shot Instance SegmentationC Michaelis, I Ustyuzhaninov, M Bethge, AS EckerarXiv preprint arXiv:1811.11507, 20181032018