Claudio Michaelis

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Rotational Invariant

Surface Texture

Boundary And Region Information

Object Detection

Top Venues

Nat. Mach. Intell.

Publications

Dejana Mandic, Wieland Brendel, Claudio Michaelis
Iterative weakly supervised learning for novel class object detection. Tiny Papers @ ICLR (2023)
Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
Closing the Generalization Gap in One-Shot Object Detection. CoRR (2020)
Michal Rolínek, Vít Musil, Anselm Paulus, Marin Vlastelica P., Claudio Michaelis, Georg Martius
Optimizing Rank-Based Metrics With Blackbox Differentiation. CVPR (2020)
Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard S. Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann
Shortcut learning in deep neural networks. Nat. Mach. Intell. 2 (11) (2020)
Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard S. Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann
Shortcut Learning in Deep Neural Networks. CoRR (2020)
Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness. ICLR (2019)
Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, Wieland Brendel
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming. CoRR (2019)
Michal Rolínek, Vít Musil, Anselm Paulus, Marin Vlastelica P., Claudio Michaelis, Georg Martius
Optimizing Rank-based Metrics with Blackbox Differentiation. CoRR (2019)
Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker
One-Shot Instance Segmentation. CoRR (2018)
Ivan Ustyuzhaninov, Claudio Michaelis, Wieland Brendel, Matthias Bethge
One-shot Texture Segmentation. CoRR (2018)
Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness. CoRR (2018)
Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
One-Shot Segmentation in Clutter. CoRR (2018)
Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
One-Shot Segmentation in Clutter. ICML (2018)