Approximation properties of DBNs with binary hidden units and real-valued visible units. - Oswin Krause; Asja Fischer; Tobias Glasmachers; Christian Igel (ICML (1), 2013)

A More Efficient Rank-one Covariance Matrix Update for Evolution Strategies. - Oswin Krause; Christian Igel (FOGA, 2015)

A CMA-ES with Multiplicative Covariance Matrix Updates. - Oswin Krause; Tobias Glasmachers (GECCO, 2015)

Unbounded Population MO-CMA-ES for the Bi-Objective BBOB Test Suite. - Oswin Krause; Tobias Glasmachers; Nikolaus Hansen; Christian Igel (GECCO (Companion), 2016)

CMA-ES with Optimal Covariance Update and Storage Complexity. - Oswin Krause; Dídac Rodríguez Arbonès; Christian Igel (NIPS, 2016)

Qualitative and Quantitative Assessment of Step Size Adaptation Rules. - Oswin Krause; Tobias Glasmachers; Christian Igel (FOGA, 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 (SCIA (1), 2017)

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 007 (PPSN (1), 2018)

Population-Contrastive-Divergence: Does consistency help with RBM training? - Oswin Krause; Asja Fischer; Christian Igel (Pattern Recognit. Lett., 2018)

Large-scale noise-resilient evolution-strategies. - Oswin Krause (GECCO, 2019)

Bayesian Active Learning for Maximal Information Gain on Model Parameters. - Kasra Arnavaz; Aasa Feragen; Oswin Krause; Marco Loog (ICPR, 2020)

Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract). - Oswin Krause; Asja Fischer; Christian Igel (IJCAI, 2020)

A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model. - Steffen Czolbe; Oswin Krause; Ingemar J. Cox; Christian Igel (NeurIPS, 2020)

The Hessian Estimation Evolution Strategy. - Tobias Glasmachers; Oswin Krause (PPSN (1), 2020)

Algorithms for estimating the partition function of restricted Boltzmann machines. - Oswin Krause; Asja Fischer; Christian Igel (Artif. Intell., 2020)

DeepSim: Semantic similarity metrics for learned image registration. - Steffen Czolbe; Oswin Krause; Aasa Feragen (CoRR, 2020)

Is Segmentation Uncertainty Useful? - Steffen Czolbe; Kasra Arnavaz; Oswin Krause; Aasa Feragen (IPMI, 2021)

Semantic similarity metrics for learned image registration. - Steffen Czolbe; Oswin Krause; Aasa Feragen (MIDL, 2021)

Spot the Difference: Detection of Topological Changes via Geometric Alignment. - Steffen Czolbe; Aasa Feragen; Oswin Krause (NeurIPS, 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)

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)

Spot the Difference: Topological Anomaly Detection via Geometric Alignment. - Steffen Czolbe; Aasa Feragen; Oswin Krause (CoRR, 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)

Reducing Annotation Need in Self-explanatory Models for Lung Nodule Diagnosis. - Jiahao Lu; Chong Yin; Oswin Krause; Kenny Erleben; Michael Bachmann Nielsen; Sune Darkner (iMIMIC@MICCAI, 2022)

Recombination Weight Based Selection in the DTS-CMA-ES. - Oswin Krause (PPSN (2), 2022)

Learning Coulomb Diamonds in Large Quantum Dot Arrays. - Oswin Krause; Anasua Chatterjee; Ferdinand Kuemmeth; Evert P. L. van Nieuwenburg (CoRR, 2022)

Convergence Analysis of the Hessian Estimation Evolution Strategy. - Tobias Glasmachers; Oswin Krause (Evol. Comput., 2022)

Semantic similarity metrics for image registration. - Steffen Czolbe; Paraskevas Pegios; Oswin Krause; Aasa Feragen (Medical Image Anal., 2023)