Oswin Krause

发表

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

Steffen Czolbe, Oswin Krause, Ingemar Cox, 2020, NeurIPS.

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

Oswin Krause, Christian Igel, Mads Nielsen, 2021, ArXiv.

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

Oswin Krause, Christian Igel, Nikolaus Hansen, 2016, GECCO.

Multi-objective Optimization with Unbounded Solution Sets

Oswin Krause, Oswin Krause, 2016 .

A CMA-ES with Multiplicative Covariance Matrix Updates

Oswin Krause, Tobias Glasmachers, T. Glasmachers, 2015, GECCO.

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

Markus Wagner, Oswin Krause, Christian Igel, 2018, PPSN.

The Hessian Estimation Evolution Strategy pdf

Oswin Krause, Tobias Glasmachers, 2020, PPSN.

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

Oswin Krause, Christian Igel, Asja Fischer, 2020, IJCAI.

Large-scale noise-resilient evolution-strategies

Oswin Krause, Oswin Krause, 2019, GECCO.

Algorithms for estimating the partition function of restricted Boltzmann machines

Oswin Krause, Christian Igel, Asja Fischer, 2020, Artif. Intell..

Unsupervised-Learning of time-varying features

Oswin Krause, Henrik Høeg, Matthias Brix, 2019 .

CMA-ES with Optimal Covariance Update and Storage Complexity

Oswin Krause, Christian Igel, Dídac Rodríguez Arbonès, 2016, NIPS.

Distribution Learning in Evolutionary Strategies and Restricted Boltzmann Machines

Oswin Krause, 2015 .

DeepSim: Semantic similarity metrics for learned image registration pdf

Steffen Czolbe, Oswin Krause, Aasa Feragen, 2020, ArXiv.

Convolutional Neural Networks for Segmentation and Object Detection of Human Semen

Oswin Krause, Mads Nielsen, Malte Stær Nissen, 2017, SCIA.

Convergence Analysis of the Hessian Estimation Evolution Strategy pdf

Oswin Krause, Tobias Glasmachers, 2020, ArXiv.

Qualitative and Quantitative Assessment of Step Size Adaptation Rules

Oswin Krause, Christian Igel, Tobias Glasmachers, 2017, FOGA '17.

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

Oswin Krause, Christian Igel, C. Igel, 2015, FOGA.

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

Oswin Krause, Christian Igel, Asja Fischer, 2018, Pattern Recognit. Lett..

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

Oswin Krause, Christian Igel, Asja Fischer, 2013, ICML.

Steffen Czolbe, Oswin Krause, Aasa Feragen, 2021, MIDL.

Convergence Analysis of the Hessian Estimation Evolution Strategy

Oswin Krause, Tobias Glasmachers, T. Glasmachers, 2020, Evolutionary Computation.

Spot the Difference: Topological Anomaly Detection via Geometric Alignment pdf

Steffen Czolbe, Oswin Krause, Aasa Feragen, 2021, ArXiv.

Is segmentation uncertainty useful? pdf

Steffen Czolbe, Oswin Krause, Aasa Feragen, 2021, IPMI.

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

Oswin Krause, Christian Igel, Mads Nielsen, 2021, ArXiv.

Bayesian Active Learning for Maximal Information Gain on Model Parameters

Oswin Krause, Aasa Feragen, Marco Loog, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

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

Oswin Krause, Jakob Andreas Bærentzen, Aasa Feragen, 2021, ArXiv.

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

Oswin Krause, Ferdinand Kuemmeth, Torbjorn Rasmussen, 2021, ArXiv.

Spot the Difference: Detection of Topological Changes via Geometric Alignment

Steffen Czolbe, Oswin Krause, Aasa Feragen, 2021 .

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

Christina Lioma, Akshay Pai, Bulat Ibragimov, 2020, Scientific Reports.