Giovanni Volpe

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Technological Excellence Requires Human and Social Context. CoRR 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
2025	J	`jnl`	Analysis of Plant Nutrient Deficiencies Using Multi-Spectral Imaging and Optimized Segmentation Model. CoRR Ji-Yan Wu, Zheng Yong Poh, Anoop C. Patil, Bongsoo Park, Giovanni Volpe, Daisuke Urano
2025	J	`jnl`	Deep-Learning Investigation of Vibrational Raman Spectra for Plant-Stress Analysis. CoRR 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
2025	J	`jnl`	Global graph features unveiled by unsupervised geometric deep learning. CoRR Mirja Granfors, Jesús Pineda, Blanca Zufiria Gerbolés, Joana B. Pereira, Carlo Manzo, Giovanni Volpe
2025	J	`jnl`	Inchworm-Inspired Soft Robot with Groove-Guided Locomotion. CoRR Hari Prakash Thanabalan, Lars Bengtsson, Ugo Lafont, Giovanni Volpe
2025	J	`jnl`	Retina electronic paper with video-rate-tunable 45000 pixels per inch. CoRR Ade Satria Saloka Santosa, Yu-Wei Chang, Andreas B. Dahlin, Lars Österlund, Giovanni Volpe, Kunli Xiong
2024	J	`jnl`	Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial. CoRR Harshith Bachimanchi, Giovanni Volpe
2024	J	`jnl`	Spatial Clustering of Molecular Localizations with Graph Neural Networks. CoRR Jesús Pineda, Sergi Masó-Orriols, Joan Bertran, Mattias Goksör, Giovanni Volpe, Carlo Manzo
2023	J	`jnl`	Deep-learning-powered data analysis in plankton ecology. CoRR Harshith Bachimanchi, Matthew I. M. Pinder, Chloé Robert, Pierre De Wit, Jonathan Havenhand, Alexandra Kinnby, Daniel Midtvedt, Erik Selander, Giovanni Volpe
2023	J	`jnl`	Geometric deep learning reveals the spatiotemporal features of microscopic motion. Nat. Mac. Intell. Jesús Pineda, Benjamin Midtvedt, Harshith Bachimanchi, Sergio Noé, Daniel Midtvedt, Giovanni Volpe, Carlo Manzo
2022	J	`jnl`	A gaze-based interactive system to explore artwork imagery. J. Multimodal User Interfaces Piercarlo Dondi, Marco Porta, Angelo Donvito, Giovanni Volpe
2022	J	`jnl`	Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance maps. CoRR 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
2022	J	`jnl`	Correction to: A gaze-based interactive system to explore artwork imagery. J. Multimodal User Interfaces Piercarlo Dondi, Marco Porta, Angelo Donvito, Giovanni Volpe
2022	J	`jnl`	Microplankton life histories revealed by holographic microscopy and deep learning. CoRR Harshith Bachimanchi, Benjamin Midtvedt, Daniel Midtvedt, Erik Selander, Giovanni Volpe
2022	J	`jnl`	Neural network training with highly incomplete medical datasets. Mach. Learn. Sci. Technol. Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe
2022	J	`jnl`	Single-shot self-supervised particle tracking. CoRR Benjamin Midtvedt, Jesús Pineda, Fredrik Skärberg, Erik Olsén, Harshith Bachimanchi, Emelie Wesén, Elin K. Esbjörner, Erik Selander, Fredrik Höök, Daniel Midtvedt, Giovanni Volpe
2021	J	`jnl`	Age-related differences in network structure and dynamic synchrony of cognitive control. NeuroImage Thomas Hinault, Mite Mijalkov, Joana B. Pereira, Giovanni Volpe, A. Bakke, Susan M. Courtney
2021	J	`jnl`	Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT. Frontiers Comput. Neurosci. Meera Srikrishna, Rolf A. Heckemann, Joana B. Pereira, Giovanni Volpe, Anna Zettergren, Silke Kern, Eric Westman, Ingmar Skoog, Michael Schöll
2021	J	`jnl`	Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT. NeuroImage 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
2021	J	`jnl`	Improving epidemic testing and containment strategies using machine learning. Mach. Learn. Sci. Technol. Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe
2021	J	`jnl`	Neural Network Training with Highly Incomplete Datasets. CoRR Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe
2020	J	`jnl`	Improving epidemic testing and containment strategies using machine learning. CoRR Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe
2020	J	`jnl`	Machine learning for active matter. Nat. Mach. Intell. Frank Cichos, Kristian Gustavsson, Bernhard Mehlig, Giovanni Volpe
2020	J	`jnl`	Machine learning reveals complex behaviours in optically trapped particles. Mach. Learn. Sci. Technol. Isaac C. D. Lenton, Giovanni Volpe, Alexander B. Stilgoe, Timo A. Nieminen, Halina Rubinsztein-Dunlop