Giovanni Volpe

Sep 24, 2024 | arxiv.org | Giovanni Volpe

[Submitted on 24 Sep 2024] Title:Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial View a PDF of the paper titled Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial, by Harshith Bachimanchi and Giovanni Volpe View PDF HTML (experimental) Abstract:Diffusion models have emerged as a prominent technique in generative modeling with neural networks, making their mark in tasks like text-to-image translation and super-resolution.

Jul 10, 2024 | nature.com | Konstantinos Poulakis |Giovanni Volpe |Daniel R. Ferreira |Eric C Westman |Australian Imaging |Lifestyle study

Correction to: Nature Communications https://doi.org/10.1038/s41467-022-32202-6, published online 5 August 2022The original version of this Article contained an error in Tables 1, 3 and Supplementary Table S7. In Table 1, the correct version of the 2nd row of the 1st column in both the Discovery dataset and Validation dataset states ‘females’ instead of the original, incorrect ‘males’.

Nov 13, 2023 | nature.com | Giovanni Volpe

AbstractThe formation of groups of interacting individuals improves performance and fitness in many decentralised systems, from micro-organisms to social insects, from robotic swarms to artificial intelligence algorithms. Often, group formation and high-level coordination in these systems emerge from individuals with limited information-processing capabilities implementing low-level rules of communication to signal to each other.