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Giovanni Volpe
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2020 – today
- 2024
- [i7]Harshith Bachimanchi, Giovanni Volpe:
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial. CoRR abs/2409.16488 (2024) - 2023
- [j10]Jesús Pineda
, Benjamin Midtvedt, Harshith Bachimanchi
Geometric deep learning reveals the spatiotemporal features of microscopic motion. Nat. Mac. Intell. 5(1): 71-82 (2023) - [i6]Harshith Bachimanchi, Matthew I. M. Pinder, Chloé Robert, Pierre De Wit, Jonathan Havenhand, Alexandra Kinnby, Daniel Midtvedt, Erik Selander, Giovanni Volpe:
Deep-learning-powered data analysis in plankton ecology. CoRR abs/2309.08500 (2023) - 2022
- [j9]Piercarlo Dondi
A gaze-based interactive system to explore artwork imagery. J. Multimodal User Interfaces 16(1): 55-67 (2022) - [j8]Piercarlo Dondi
Correction to: A gaze-based interactive system to explore artwork imagery. J. Multimodal User Interfaces 16(1): 69 (2022) - [j7]Yu-Wei Chang
Neural network training with highly incomplete medical datasets. Mach. Learn. Sci. Technol. 3(3): 35001 (2022) - [i5]Harshith Bachimanchi, Benjamin Midtvedt, Daniel Midtvedt, Erik Selander, Giovanni Volpe:
Microplankton life histories revealed by holographic microscopy and deep learning. CoRR abs/2202.09046 (2022) - [i4]Benjamin Midtvedt, Jesús Pineda, Fredrik Skärberg, Erik Olsén, Harshith Bachimanchi, Emelie Wesén, Elin K. Esbjörner, Erik Selander, Fredrik Höök, Daniel Midtvedt, Giovanni Volpe:
Single-shot self-supervised particle tracking. CoRR abs/2202.13546 (2022) - [i3]Juan S. Sierra, Jesús Pineda, Daniela Rueda, Alejandro Tello, Angelica M. Prada, Virgilio Galvis, Giovanni Volpe, María Sagrario Millán, Lenny A. Romero
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance maps. CoRR abs/2210.07102 (2022) - 2021
- [j6]Meera Srikrishna, Rolf A. Heckemann, Joana B. Pereira
Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT. Frontiers Comput. Neurosci. 15: 785244 (2021) - [j5]Laura Natali, Saga Helgadottir, Onofrio M. Maragò
Improving epidemic testing and containment strategies using machine learning. Mach. Learn. Sci. Technol. 2(3): 35007 (2021) - [j4]Thomas Hinault
Age-related differences in network structure and dynamic synchrony of cognitive control. NeuroImage 236: 118070 (2021) - [j3]Meera Srikrishna, Joana B. Pereira
Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT. NeuroImage 244: 118606 (2021) - [i2]Yu-Wei Chang
Neural Network Training with Highly Incomplete Datasets. CoRR abs/2107.00429 (2021) - 2020
- [j2]Isaac C. D. Lenton
Machine learning reveals complex behaviours in optically trapped particles. Mach. Learn. Sci. Technol. 1(4): 45009 (2020) - [j1]Frank Cichos
Machine learning for active matter. Nat. Mach. Intell. 2(2): 94-103 (2020) - [i1]Laura Natali, Saga Helgadottir, Onofrio M. Maragò, Giovanni Volpe:
Improving epidemic testing and containment strategies using machine learning. CoRR abs/2011.11717 (2020)
Coauthor Index
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