Oswin Krause

According to our database, Oswin Krause authored at least 28 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Semantic similarity metrics for image registration.

Steffen Czolbe, Paraskevas Pegios, Oswin Krause, Aasa Feragen

Medical Image Anal., 2023

2022

Convergence Analysis of the Hessian Estimation Evolution Strategy.

Tobias Glasmachers, Oswin Krause

Evol. Comput., 2022

Learning Coulomb Diamonds in Large Quantum Dot Arrays.

Oswin Krause, Anasua Chatterjee, Ferdinand Kuemmeth, Evert P. L. van Nieuwenburg

CoRR, 2022

Recombination Weight Based Selection in the DTS-CMA-ES.

Oswin Krause

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Reducing Annotation Need in Self-explanatory Models for Lung Nodule Diagnosis.

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

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

2021

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

Oswin Krause, Torbjørn Rasmussen, Bertram Brovang, Anasua Chatterjee, Ferdinand Kuemmeth

CoRR, 2021

Spot the Difference: Topological Anomaly Detection via Geometric Alignment.

Steffen Czolbe, Aasa Feragen, Oswin Krause

CoRR, 2021

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

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

CoRR, 2021

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

Svetlana Kutuzova, Oswin Krause, Douglas McCloskey, Mads Nielsen, Christian Igel

CoRR, 2021

Spot the Difference: Detection of Topological Changes via Geometric Alignment.

Steffen Czolbe, Aasa Feragen, Oswin Krause

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Semantic similarity metrics for learned image registration.

Steffen Czolbe, Oswin Krause, Aasa Feragen

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Is Segmentation Uncertainty Useful?

Steffen Czolbe, Kasra Arnavaz, Oswin Krause, Aasa Feragen

Proceedings of the Information Processing in Medical Imaging, 2021

2020

DeepSim: Semantic similarity metrics for learned image registration.

Steffen Czolbe, Oswin Krause, Aasa Feragen

CoRR, 2020

Algorithms for estimating the partition function of restricted Boltzmann machines.

Oswin Krause, Asja Fischer, Christian Igel

Artif. Intell., 2020

The Hessian Estimation Evolution Strategy.

Tobias Glasmachers, Oswin Krause

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model.

Steffen Czolbe, Oswin Krause, Ingemar J. Cox, Christian Igel

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract).

Oswin Krause, Asja Fischer, Christian Igel

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Bayesian Active Learning for Maximal Information Gain on Model Parameters.

Kasra Arnavaz, Aasa Feragen, Oswin Krause, Marco Loog

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Large-scale noise-resilient evolution-strategies.

Oswin Krause

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

Population-Contrastive-Divergence: Does consistency help with RBM training?

Oswin Krause, Asja Fischer, Christian Igel

Pattern Recognit. Lett., 2018

Sparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic Conditions.

Dídac Rodríguez Arbonès, Nataliia Y. Sergiienko, Boyin Ding, Oswin Krause, Christian Igel, Markus Wagner

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

2017

Convolutional Neural Networks for Segmentation and Object Detection of Human Semen.

Malte Stær Nissen, Oswin Krause, Kristian Almstrup, Søren Kjærulff, Torben Trindkær Nielsen, Mads Nielsen

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Qualitative and Quantitative Assessment of Step Size Adaptation Rules.

Oswin Krause, Tobias Glasmachers, Christian Igel

Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2017

2016

CMA-ES with Optimal Covariance Update and Storage Complexity.

Oswin Krause, Dídac Rodríguez Arbonès, Christian Igel

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Unbounded Population MO-CMA-ES for the Bi-Objective BBOB Test Suite.

Oswin Krause, Tobias Glasmachers, Nikolaus Hansen, Christian Igel

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

A CMA-ES with Multiplicative Covariance Matrix Updates.

Oswin Krause, Tobias Glasmachers

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A More Efficient Rank-one Covariance Matrix Update for Evolution Strategies.

Oswin Krause, Christian Igel

Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17, 2015

2013

Approximation properties of DBNs with binary hidden units and real-valued visible units.

Oswin Krause, Asja Fischer, Tobias Glasmachers, Christian Igel

Proceedings of the 30th International Conference on Machine Learning, 2013