Giovanni Volpe

According to our database, Giovanni Volpe authored at least 24 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Technological Excellence Requires Human and Social Context.

Karl Palmås, Mats Benner, Monica Billger, Ben Clarke, Raimund Feifel, Julia Fernandez-Rodriguez, Anna Foka, Juliette Griffié, Claes Gustafsson, Kerstin Hamilton, Johan Holmén, Kristina Lindström, Tobias Olofsson, Joana B. Pereira, Marisa Ponti, Julia Ravanis, Sviatlana Shashkova, Emma Sparr, Pontus Strimling, Fredrik Höök, Giovanni Volpe

CoRR, March, 2026

Lightweight Zero-Shot Segmentation of Mitochondria in Electron Microscopy Images.

Aitor González-Marfil, Mirja Granfors, Giovanni Volpe, Estibaliz Gómez-de-Mariscal, Ignacio Arganda-Carreras

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Inchworm-Inspired Soft Robot with Groove-Guided Locomotion.

Hari Prakash Thanabalan, Lars Bengtsson, Ugo Lafont, Giovanni Volpe

CoRR, December, 2025

Deep-Learning Investigation of Vibrational Raman Spectra for Plant-Stress Analysis.

Anoop C. Patil, Benny Jian Rong Sng, Yu-Wei Chang, Joana B. Pereira, Chua Nam-Hai, Rajani Sarojam, Gajendra Pratap Singh, In-Cheol Jang, Giovanni Volpe

CoRR, July, 2025

Analysis of Plant Nutrient Deficiencies Using Multi-Spectral Imaging and Optimized Segmentation Model.

Ji-Yan Wu, Zheng Yong Poh, Anoop C. Patil, Bongsoo Park, Giovanni Volpe, Daisuke Urano

CoRR, July, 2025

Global graph features unveiled by unsupervised geometric deep learning.

Mirja Granfors, Jesús Pineda, Blanca Zufiria Gerbolés, Joana B. Pereira, Carlo Manzo, Giovanni Volpe

CoRR, March, 2025

Retina electronic paper with video-rate-tunable 45000 pixels per inch.

Ade Satria Saloka Santosa, Yu-Wei Chang, Andreas B. Dahlin, Lars Österlund, Giovanni Volpe, Kunli Xiong

CoRR, February, 2025

2024

Spatial Clustering of Molecular Localizations with Graph Neural Networks.

Jesús Pineda, Sergi Masó-Orriols, Joan Bertran, Mattias Goksör, Giovanni Volpe, Carlo Manzo

CoRR, 2024

Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial.

Harshith Bachimanchi, Giovanni Volpe

CoRR, 2024

2023

Geometric deep learning reveals the spatiotemporal features of microscopic motion.

Jesús Pineda, Benjamin Midtvedt, Harshith Bachimanchi, Sergio Noé, Daniel Midtvedt, Giovanni Volpe, Carlo Manzo

Nat. Mac. Intell., January, 2023

Deep-learning-powered data analysis in plankton ecology.

Harshith Bachimanchi, Matthew I. M. Pinder, Chloé Robert, Pierre De Wit, Jonathan Havenhand, Alexandra Kinnby, Daniel Midtvedt, Erik Selander, Giovanni Volpe

CoRR, 2023

2022

Neural network training with highly incomplete medical datasets.

Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe

Mach. Learn. Sci. Technol., 2022

Correction to: A gaze-based interactive system to explore artwork imagery.

Piercarlo Dondi, Marco Porta, Angelo Donvito, Giovanni Volpe

J. Multimodal User Interfaces, 2022

A gaze-based interactive system to explore artwork imagery.

Piercarlo Dondi, Marco Porta, Angelo Donvito, Giovanni Volpe

J. Multimodal User Interfaces, 2022

Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance maps.

Juan S. Sierra, Jesús Pineda, Daniela Rueda, Alejandro Tello, Angelica M. Prada, Virgilio Galvis, Giovanni Volpe, María Sagrario Millán, Lenny A. Romero, Andrés G. Marrugo

CoRR, 2022

Single-shot self-supervised particle tracking.

Benjamin Midtvedt, Jesús Pineda, Fredrik Skärberg, Erik Olsén, Harshith Bachimanchi, Emelie Wesén, Elin K. Esbjörner, Erik Selander, Fredrik Höök, Daniel Midtvedt, Giovanni Volpe

CoRR, 2022

Microplankton life histories revealed by holographic microscopy and deep learning.

Harshith Bachimanchi, Benjamin Midtvedt, Daniel Midtvedt, Erik Selander, Giovanni Volpe

CoRR, 2022

2021

Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT.

Meera Srikrishna, Joana B. Pereira, Rolf A. Heckemann, Giovanni Volpe, Danielle van Westen, Anna Zettergren, Silke Kern, Lars-Olof Wahlund, Eric Westman, Ingmar Skoog, Michael Schöll

NeuroImage, 2021

Age-related differences in network structure and dynamic synchrony of cognitive control.

Thomas Hinault, Mite Mijalkov, Joana B. Pereira, Giovanni Volpe, A. Bakke, Susan M. Courtney

NeuroImage, 2021

Improving epidemic testing and containment strategies using machine learning.

Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe

Mach. Learn. Sci. Technol., 2021

Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT.

Meera Srikrishna, Rolf A. Heckemann, Joana B. Pereira, Giovanni Volpe, Anna Zettergren, Silke Kern, Eric Westman, Ingmar Skoog, Michael Schöll

Frontiers Comput. Neurosci., 2021

Neural Network Training with Highly Incomplete Datasets.

Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe

CoRR, 2021

2020

Machine learning for active matter.

Frank Cichos, Kristian Gustavsson, Bernhard Mehlig, Giovanni Volpe

Nat. Mach. Intell., 2020

Machine learning reveals complex behaviours in optically trapped particles.

Isaac C. D. Lenton, Giovanni Volpe, Alexander B. Stilgoe, Timo A. Nieminen, Halina Rubinsztein-Dunlop

Mach. Learn. Sci. Technol., 2020