Selected papers; for a complete list see my Google Scholar profile.
Published in ICCV - UNQCV Workshop, 2023
tldr: we use conformal prediction to provide coverage guarantees for bounding boxes
Recommended citation: Alexander Timans, Christoph-Nikolas Straehle, Kaspar Sakmann, Eric Nalisnick (2023). "Adaptive Bounding Box Uncertainty via Conformal Prediction." https://uncv2023.github.io/papers/ http://ksakmann.github.io/files/conformalbbox_uncv23.pdf
Published in ICCV Bravo Workshop, 2023
tldr: we use an outlier exposure pipeline to boost anomaly segmentation performance with style alignment
Recommended citation: Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li (2023). "Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation." arXiv:2308.09965 https://arxiv.org/abs/2308.09965
Published in ICLR, 2023
tldr: we mask out areas and use a scoring mechanism to defend against patch attacks.
Recommended citation: Maksym Yatsura, Kaspar Sakmann, N. Grace Hua, Matthias Hein, Jan Hendrik Metzen (2023). "Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation." arXiv:2209.05980 https://arxiv.org/abs/2209.05980
Published in Nature Physics, 2016
tldr: This paper is about simulations of the imaging process of single experimental realizations of ultracold quantum many-body systems.
Recommended citation: Kaspar Sakmann, Mark Kasevich (2016). "Single-shot simulations of dynamic quantum many-body systems " Nature Physics 12, 451, Jan 2016. https://doi.org/10.1038/nphys3631
Published in Optics Letters, 2014
tldr: This paper realizes a system for 3d imaging of atomic clouds using a single photograph.
Recommended citation: Kaspar Sakmann, Mark Kasevich (2014). "Single-shot three-dimensional imaging of dilute atomic clouds " Optics Letters 18, 5317, Jul 2014. https://doi.org/10.1364/OL.39.005317
Published in Physical Review Letters, 2009
tldr: This paper is about a numerically exact solution of the many-boson Schrödinger equation in a double well potential.
Recommended citation: Kaspar Sakmann, Alexej I. Streltsov, Ofir E. Alon, and Lorenz S. Cederbaum (2009). "Exact Quantum Dynamics of a Bosonic Josephson Junction." Physical Review Letters, 103, 200601. https://doi.org/10.1103/physrevlett.103.220601