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Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosis


Jun 27, 2022
Jiahao Lu, Chong Yin, Oswin Krause, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner

* 10 pages, 4 figures, 2 tables 

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Learning Coulomb Diamonds in Large Quantum Dot Arrays


May 03, 2022
Oswin Krause, Anasua Chatterjee, Ferdinand Kuemmeth, Evert van Nieuwenburg

* preprint 

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Estimation of Convex Polytopes for Automatic Discovery of Charge State Transitions in Quantum Dot Arrays


Aug 20, 2021
Oswin Krause, Torbjørn Rasmussen, Bertram Brovang, Anasua Chatterjee, Ferdinand Kuemmeth

* submitted to Journal of Machine Learning Research (JMLR) 

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Spot the Difference: Topological Anomaly Detection via Geometric Alignment


Jun 09, 2021
Steffen Czolbe, Aasa Feragen, Oswin Krause

* Preprint, under review 

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Semi-supervised, Topology-Aware Segmentation of Tubular Structures from Live Imaging 3D Microscopy


May 20, 2021
Kasra Arnavaz, Oswin Krause, Jelena M. Krivokapic, Silja Heilmann, Jakob Andreas Bærentzen, Pia Nyeng, Aasa Feragen


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Semantic similarity metrics for learned image registration


Apr 20, 2021
Steffen Czolbe, Oswin Krause, Aasa Feragen

* Published at MIDL 2021 (Oral). Reviews and discussion on Open Review: https://openreview.net/forum?id=9M5cH--UdcC. arXiv admin note: text overlap with arXiv:2011.05735 

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Is segmentation uncertainty useful?


Mar 30, 2021
Steffen Czolbe, Kasra Arnavaz, Oswin Krause, Aasa Feragen

* Published at Information Processing in Medical Imaging (IPMI) 2021 

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Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts


Jan 18, 2021
Svetlana Kutuzova, Oswin Krause, Douglas McCloskey, Mads Nielsen, Christian Igel


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DeepSim: Semantic similarity metrics for learned image registration


Nov 11, 2020
Steffen Czolbe, Oswin Krause, Aasa Feragen

* Talk given at Medical Imaging Meets NeurIPS, NeurIPS 2020 workshop. Extended Abstract 

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Convergence Analysis of the Hessian Estimation Evolution Strategy


Sep 06, 2020
Tobias Glasmachers, Oswin Krause


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