Claudio Michaelis

14 papers A* 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	—	`—`	Why Machine Learning Models Fail: A Benchmarking Perspective. Claudio Michaelis
2023	—	`conf`	Iterative weakly supervised learning for novel class object detection. Tiny Papers @ ICLR Dejana Mandic, Wieland Brendel, Claudio Michaelis
2020	J	`jnl`	Closing the Generalization Gap in One-Shot Object Detection. CoRR Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
2020	A*	`conf`	Optimizing Rank-Based Metrics With Blackbox Differentiation. CVPR Michal Rolínek, Vít Musil, Anselm Paulus, Marin Vlastelica P., Claudio Michaelis, Georg Martius
2020	J	`jnl`	Shortcut Learning in Deep Neural Networks. CoRR Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard S. Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann
2020	J	`jnl`	Shortcut learning in deep neural networks. Nat. Mach. Intell. Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis, Richard S. Zemel, Wieland Brendel, Matthias Bethge, Felix A. Wichmann
2019	J	`jnl`	Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming. CoRR Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, Wieland Brendel
2019	—	`conf`	ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness. ICLR Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
2019	J	`jnl`	Optimizing Rank-based Metrics with Blackbox Differentiation. CoRR Michal Rolínek, Vít Musil, Anselm Paulus, Marin Vlastelica P., Claudio Michaelis, Georg Martius
2018	J	`jnl`	ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness. CoRR Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
2018	J	`jnl`	One-Shot Instance Segmentation. CoRR Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker
2018	A*	`conf`	One-Shot Segmentation in Clutter. ICML Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
2018	J	`jnl`	One-Shot Segmentation in Clutter. CoRR Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
2018	J	`jnl`	One-shot Texture Segmentation. CoRR Ivan Ustyuzhaninov, Claudio Michaelis, Wieland Brendel, Matthias Bethge