One-Shot Segmentation in Clutter. - Claudio Michaelis; Matthias Bethge; Alexander S. Ecker (ICML, 2018)

One-shot Texture Segmentation. - Ivan Ustyuzhaninov; Claudio Michaelis; Wieland Brendel; Matthias Bethge (CoRR, 2018)

One-Shot Instance Segmentation. - Claudio Michaelis; Ivan Ustyuzhaninov; Matthias Bethge; Alexander S. Ecker (CoRR, 2018)

ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness. - Robert Geirhos; Patricia Rubisch; Claudio Michaelis; Matthias Bethge; Felix A. Wichmann; Wieland Brendel (ICLR, 2019)

Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming. - Claudio Michaelis; Benjamin Mitzkus; Robert Geirhos; Evgenia Rusak; Oliver Bringmann 001; Alexander S. Ecker; Matthias Bethge; Wieland Brendel (CoRR, 2019)

Optimizing Rank-Based Metrics With Blackbox Differentiation. - Michal Rolínek; Vít Musil; Anselm Paulus; Marin Vlastelica P.; Claudio Michaelis; Georg Martius (CVPR, 2020)

Closing the Generalization Gap in One-Shot Object Detection. - Claudio Michaelis; Matthias Bethge; Alexander S. Ecker (CoRR, 2020)

Shortcut learning in deep neural networks. - Robert Geirhos; Jörn-Henrik Jacobsen; Claudio Michaelis; Richard S. Zemel; Wieland Brendel; Matthias Bethge; Felix A. Wichmann (Nat. Mach. Intell., 2020)

Iterative weakly supervised learning for novel class object detection. - Dejana Mandic; Wieland Brendel; Claudio Michaelis (Tiny Papers @ ICLR, 2023)

Why Machine Learning Models Fail: A Benchmarking Perspective. - Claudio Michaelis (2024)