Oswin Krause

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 32

Top Topics

Evolution Strategy

Image Registration

Covariance Matrix

Similarity Metric

Top Venues

Publications

Steffen Czolbe, Paraskevas Pegios, Oswin Krause, Aasa Feragen
Semantic similarity metrics for image registration. Medical Image Anal. 87 (2023)
Jiahao Lu, Chong Yin, Oswin Krause, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner
Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosis. CoRR (2022)
Oswin Krause, Anasua Chatterjee, Ferdinand Kuemmeth, Evert van Nieuwenburg
Learning Coulomb Diamonds in Large Quantum Dot Arrays. CoRR (2022)
Tobias Glasmachers, Oswin Krause
Convergence Analysis of the Hessian Estimation Evolution Strategy. Evol. Comput. 30 (1) (2022)
Oswin Krause
Recombination Weight Based Selection in the DTS-CMA-ES. PPSN (2) (2022)
Jiahao Lu, Chong Yin, Oswin Krause, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner
Reducing Annotation Need in Self-explanatory Models for Lung Nodule Diagnosis. iMIMIC@MICCAI (2022)
Svetlana Kutuzova, Oswin Krause, Douglas McCloskey, Mads Nielsen, Christian Igel
Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts. CoRR (2021)
Steffen Czolbe, Aasa Feragen, Oswin Krause
Spot the Difference: Detection of Topological Changes via Geometric Alignment. NeurIPS (2021)
Steffen Czolbe, Aasa Feragen, Oswin Krause
Spot the Difference: Topological Anomaly Detection via Geometric Alignment. CoRR (2021)
Steffen Czolbe, Kasra Arnavaz, Oswin Krause, Aasa Feragen
Is Segmentation Uncertainty Useful? IPMI (2021)
Oswin Krause, Torbjørn Rasmussen, Bertram Brovang, Anasua Chatterjee, Ferdinand Kuemmeth
Estimation of Convex Polytopes for Automatic Discovery of Charge State Transitions in Quantum Dot Arrays. CoRR (2021)
Kasra Arnavaz, Oswin Krause, Jelena M. Krivokapic, Silja Heilmann, Jakob Andreas Bærentzen, Pia Nyeng, Aasa Feragen
Semi-supervised, Topology-Aware Segmentation of Tubular Structures from Live Imaging 3D Microscopy. CoRR (2021)
Steffen Czolbe, Oswin Krause, Aasa Feragen
Semantic similarity metrics for learned image registration. CoRR (2021)
Steffen Czolbe, Kasra Arnavaz, Oswin Krause, Aasa Feragen
Is segmentation uncertainty useful? CoRR (2021)
Steffen Czolbe, Oswin Krause, Aasa Feragen
Semantic similarity metrics for learned image registration. MIDL (2021)
Tobias Glasmachers, Oswin Krause
The Hessian Estimation Evolution Strategy. PPSN (1) (2020)
Steffen Czolbe, Oswin Krause, Ingemar J. Cox, Christian Igel
A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model. CoRR (2020)
Kasra Arnavaz, Aasa Feragen, Oswin Krause, Marco Loog
Bayesian Active Learning for Maximal Information Gain on Model Parameters. ICPR (2020)
Oswin Krause, Asja Fischer, Christian Igel
Algorithms for estimating the partition function of restricted Boltzmann machines. Artif. Intell. 278 (2020)
Tobias Glasmachers, Oswin Krause
The Hessian Estimation Evolution Strategy. CoRR (2020)
Tobias Glasmachers, Oswin Krause
Convergence Analysis of the Hessian Estimation Evolution Strategy. CoRR (2020)
Steffen Czolbe, Oswin Krause, Aasa Feragen
DeepSim: Semantic similarity metrics for learned image registration. CoRR (2020)
Oswin Krause, Asja Fischer, Christian Igel
Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract). IJCAI (2020)
Steffen Czolbe, Oswin Krause, Ingemar J. Cox, Christian Igel
A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model. NeurIPS (2020)
Oswin Krause
Large-scale noise-resilient evolution-strategies. GECCO (2019)
Dídac Rodríguez Arbonès, Nataliia Y. Sergiienko, Boyin Ding, Oswin Krause, Christian Igel, Markus Wagner
Sparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic Conditions. PPSN (1) (2018)
Oswin Krause, Asja Fischer, Christian Igel
Population-Contrastive-Divergence: Does consistency help with RBM training? Pattern Recognit. Lett. 102 (2018)
Malte Stær Nissen, Oswin Krause, Kristian Almstrup, Søren Kjærulff, Torben Trindkær Nielsen, Mads Nielsen
Convolutional neural networks for segmentation and object detection of human semen. CoRR (2017)
Malte Stær Nissen, Oswin Krause, Kristian Almstrup, Søren Kjærulff, Torben Trindkær Nielsen, Mads Nielsen
Convolutional Neural Networks for Segmentation and Object Detection of Human Semen. SCIA (1) (2017)
Oswin Krause, Tobias Glasmachers, Christian Igel
Qualitative and Quantitative Assessment of Step Size Adaptation Rules. FOGA (2017)
Oswin Krause, Dídac Rodríguez Arbonès, Christian Igel
CMA-ES with Optimal Covariance Update and Storage Complexity. NIPS (2016)
Oswin Krause, Tobias Glasmachers, Nikolaus Hansen, Christian Igel
Unbounded Population MO-CMA-ES for the Bi-Objective BBOB Test Suite. GECCO (Companion) (2016)
Oswin Krause, Asja Fischer, Christian Igel
Population-Contrastive-Divergence: Does Consistency help with RBM training? CoRR (2015)
Oswin Krause, Tobias Glasmachers
A CMA-ES with Multiplicative Covariance Matrix Updates. GECCO (2015)
Oswin Krause, Christian Igel
A More Efficient Rank-one Covariance Matrix Update for Evolution Strategies. FOGA (2015)
Oswin Krause, Asja Fischer, Tobias Glasmachers, Christian Igel
Approximation properties of DBNs with binary hidden units and real-valued visible units. ICML (1) (2013)