Vito Paolo Pastore

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 25

Top Topics

Transfer Learning

Top Venues

Image Vis. Comput.

Frontiers Neuroinformatics

Publications

Roberto Di Via, Matteo Santacesaria, Francesca Odone, Vito Paolo Pastore
Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images? CoRR (2024)
Massimiliano Ciranni, Vittorio Murino, Francesca Odone, Vito Paolo Pastore
Computer vision and deep learning meet plankton: Milestones and future directions. Image Vis. Comput. 143 (2024)
Vito Paolo Pastore, Massimiliano Ciranni, Davide Marinelli, Francesca Odone, Vittorio Murino
Looking at Model Debiasing through the Lens of Anomaly Detection. CoRR (2024)
Paolo Didier Alfano, Vito Paolo Pastore, Lorenzo Rosasco, Francesca Odone
Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods. Image Vis. Comput. 142 (2024)
Roberto Di Via, Francesca Odone, Vito Paolo Pastore
Self-supervised pre-training with diffusion model for few-shot landmark detection in x-ray images. CoRR (2024)
Vito Paolo Pastore, Massimiliano Ciranni, Simone Bianco, Jennifer Carol Fung, Vittorio Murino, Francesca Odone
Efficient unsupervised learning of biological images with compressed deep features. Image Vis. Comput. 137 (2023)
Vito Paolo Pastore, Paolo Didier Alfano, Ashwini Oke, Sara Capponi, Daniel Eltanan, Xavier Woodruff-Madeira, Anita Nguyen, Jennifer Carol Fung, Simone Bianco
An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles. ICIAP (2) (2023)
Elena Nicora, Vito Paolo Pastore, Nicoletta Noceti
GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition. ICIAP (1) (2023)
Mahyar Sadeghi Garjan, Tommy Chaanine, Cecilia Pasquale, Vito Paolo Pastore, Angelo Ferrando
AGAMAS: A New Agent-Oriented Traffic Simulation Framework for SUMO. EUMAS (2023)
Vito Paolo Pastore, Larbi Touijer, Niccolò Capurro, Emanuele Cozzani, Giulia Gasparini, Aurora Parodi, Francesca Odone
Incorporating Diagnostic Prior with Segmentation: A Deep Learning Pipeline for the Automatic Classification of Autoimmune Bullous Skin Diseases. ISBI (2023)
Tommy Chaanine, Angelo Ferrando, C. Pasquale, Vito Paolo Pastore, Mahyar Sadeghi Garjan, S. Siri
A Control-Oriented Highway Traffic Model with Multiple Clusters of CAVs. ITSC (2023)
Vito Paolo Pastore, Giulia Parodi, Martina Brofiga, Paolo Massobrio, Michela Chiappalone, Francesca Odone, Sergio Martinoia
An efficient deep learning approach to identify dynamics in in vitro neural networks. EMBC (2023)
Larbi Touijer, Vito Paolo Pastore, Francesca Odone
Food Image Classification: The Benefit of In-Domain Transfer Learning. ICIAP (2) (2023)
Paolo Didier Alfano, Marco Rando, Marco Letizia, Francesca Odone, Lorenzo Rosasco, Vito Paolo Pastore
Efficient Unsupervised Learning for Plankton Images. CoRR (2022)
Paolo Didier Alfano, Marco Rando, Marco Letizia, Francesca Odone, Lorenzo Rosasco, Vito Paolo Pastore
Efficient Unsupervised Learning for Plankton Images. ICPR (2022)
Vito Paolo Pastore, Nimrod Megiddo, Simone Bianco
An Anomaly Detection Approach for Plankton Species Discovery. ICIAP (2) (2022)
Matteo Moro, Vito Paolo Pastore, Chiara Tacchino, Paola Durand, Isabella Blanchi, Paolo Moretti, Francesca Odone, Maura Casadio
A markerless pipeline to analyze spontaneous movements of preterm infants. Comput. Methods Programs Biomed. 226 (2022)
Paolo Didier Alfano, Vito Paolo Pastore, Lorenzo Rosasco, Francesca Odone
Fine-tuning or top-tuning? Transfer learning with pretrained features and fast kernel methods. CoRR (2022)
Vito Paolo Pastore, Paolo Massobrio, Aleksandar Godjoski, Sergio Martinoia
Identification of excitatory-inhibitory links and network topology in large-scale neuronal assemblies from multi-electrode recordings. PLoS Comput. Biol. 14 (8) (2018)
Vito Paolo Pastore, Aleksandar Godjoski, Sergio Martinoia, Paolo Massobrio
SpiCoDyn: A Toolbox for the Analysis of Neuronal Network Dynamics and Connectivity from Multi-Site Spike Signal Recordings. Neuroinformatics 16 (1) (2018)
Vito Paolo Pastore, Daniele Poli, Aleksandar Godjoski, Sergio Martinoia, Paolo Massobrio
Corrigendum: ToolConnect: A Functional Connectivity Toolbox for In vitro Networks. Frontiers Neuroinformatics 11 (2017)
Vito Paolo Pastore, Aleksandar Godjoski, Sergio Martinoia, Paolo Massobrio
A toolbox for dynamic and connectivity analysis of neuronal spike trains data. NER (2017)
Vito Paolo Pastore, Daniele Poli, Aleksandar Godjoski, Sergio Martinoia, Paolo Massobrio
ToolConnect: A Functional Connectivity Toolbox for In vitro Networks. Frontiers Neuroinformatics 10 (2016)
Vito Paolo Pastore, Daniele Poli, Sergio Martinoia, Paolo Massobrio
A new connectivity toolbox to infer topological features of in-vitro neural networks. EMBC (2015)
Daniele Poli, Vito Paolo Pastore, Paolo Massobrio, Sergio Martinoia
Functional connectivity in cultured cortical networks during development: Comparison between correlation and information theory-based algorithms. NER (2015)