John Klein | DeepAI

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Featured Co-authors

Benjamin Guedj
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Arnaud Deleruyelle
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∙ 04/26/2023

Architecting Complex, Long-Lived Scientific Software

Software is a critical aspect of large-scale science, providing essentia...

0 Neil A. Ernst, et al. ∙

∙ 05/22/2022

Self-supervised U-net for few-shot learning of object segmentation in microscopy images

State-of-the-art segmentation performances are achieved by deep neural n...

0 Arnaud Deleruyelle, et al. ∙

∙ 03/07/2022

State space partitioning based on constrained spectral clustering for block particle filtering

The particle filter (PF) is a powerful inference tool widely used to est...

0 Rui Min, et al. ∙

∙ 02/07/2022

SODA: Self-organizing data augmentation in deep neural networks – Application to biomedical image segmentation tasks

In practice, data augmentation is assigned a predefined budget in terms ...

0 Arnaud Deleruyelle, et al. ∙

∙ 08/18/2019

SPOCC: Scalable POssibilistic Classifier Combination -- toward robust aggregation of classifiers

We investigate a problem in which each member of a group of learners is ...

0 Mahmoud Albardan, et al. ∙

∙ 04/26/2018

Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles

We examine a network of learners which address the same classification t...

0 John Klein, et al. ∙

∙ 01/21/2018

System-of-Systems Viewpoint for System Architecture Documentation

Context: The systems comprising a system of systems (SoS) are inde- pend...

0 John Klein, et al. ∙

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