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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Niels Bracher

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Sep 2026

Deep Learning Framework for 3D Fluorescence Lifetime Estimation

Fluorescence lifetime imaging has emerged as a powerful tool for quantitatively assessing the molecular environment of live tissues. While fluorescence lifetime microscopy is a maturing field, achieving effective 3D imaging in deep tissues remains challenging due to high scattering. In this study, we present a deep neu...

N. Nizam, Vikas Pandey, Ismail Erbas et al. · 0 citations
#machine learning Review Dec 2025

Diffusion Models in Simulation-Based Inference: A Tutorial Review

This tutorial review synthesizes recent developments on diffusion models for SBI, covering design choices for training, inference, and evaluation, and highlights opportunities created by various concepts such as guidance, score composition, flow matching, consistency models, and joint modeling.

J. Arruda, Niels Bracher, Ullrich Köthe et al. · 12 citations

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