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Picture for Marco Gori

Marco Gori

Dept. of Information Engineering and Mathematics, University of Siena, MAASAI Universit猫 C么te d`Azur

Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks


Dec 18, 2021
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci


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Knowledge-driven Active Learning


Oct 15, 2021
Gabriele Ciravegna, Frederic Precioso, Marco Gori

* Submitted to the ICLR 2022 conference 

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Logic Constraints to Feature Importances


Oct 13, 2021
Nicola Picchiotti, Marco Gori


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Clustering-Based Interpretation of Deep ReLU Network


Oct 13, 2021
Nicola Picchiotti, Marco Gori


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Can machines learn to see without visual databases?


Oct 12, 2021
Alessandro Betti, Marco Gori, Stefano Melacci, Marcello Pelillo, Fabio Roli


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Graph Neural Networks for Graph Drawing


Sep 21, 2021
Matteo Tiezzi, Gabriele Ciravegna, Marco Gori

* Preprint, Under Review 

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Messing Up 3D Virtual Environments: Transferable Adversarial 3D Objects


Sep 17, 2021
Enrico Meloni, Matteo Tiezzi, Luca Pasqualini, Marco Gori, Stefano Melacci

* 8 pages, 7 figures, accepted for publication at the IEEE International Conference on Machine Learning and Applications (ICMLA) 2021 

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Logic Explained Networks


Aug 11, 2021
Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Li贸, Marco Maggini, Stefano Melacci


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Entropy-based Logic Explanations of Neural Networks


Jun 22, 2021
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Pietro Li贸, Marco Gori, Stefano Melacci


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Friendly Training: Neural Networks Can Adapt Data To Make Learning Easier


Jun 21, 2021
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci

* 9 pages, 5 figures 

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An Optimal Control Approach to Learning in SIDARTHE Epidemic model


Oct 28, 2020
Andrea Zugarini, Enrico Meloni, Alessandro Betti, Andrea Panizza, Marco Corneli, Marco Gori

* 11 pages, 7 figures, submitted at TNNLS 

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Gravitational Models Explain Shifts on Human Visual Attention


Sep 15, 2020
Dario Zanca, Marco Gori, Stefano Melacci, Alessandra Rufa


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Developing Constrained Neural Units Over Time


Sep 01, 2020
Alessandro Betti, Marco Gori, Simone Marullo, Stefano Melacci


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SAILenv: Learning in Virtual Visual Environments Made Simple


Jul 20, 2020
Enrico Meloni, Luca Pasqualini, Matteo Tiezzi, Marco Gori, Stefano Melacci

* 8 pages, 7 figures, submitted to ICPR 2020 

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Wave Propagation of Visual Stimuli in Focus of Attention


Jun 19, 2020
Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori


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Focus of Attention Improves Information Transfer in Visual Features


Jun 16, 2020
Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori


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Can Domain Knowledge Alleviate Adversarial Attacks in Multi-Label Classifiers?


Jun 06, 2020
Stefano Melacci, Gabriele Ciravegna, Angelo Sotgiu, Ambra Demontis, Battista Biggio, Marco Gori, Fabio Roli


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Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective


Mar 11, 2020
Luis Lamb, Artur Garcez, Marco Gori, Marcelo Prates, Pedro Avelar, Moshe Vardi

* Updated version 

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A Lagrangian Approach to Information Propagation in Graph Neural Networks


Feb 19, 2020
Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini, Marco Gori


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Local Propagation in Constraint-based Neural Network


Feb 18, 2020
Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori


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Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach


Feb 11, 2020
Dario Zanca, Stefano Melacci, Marco Gori


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Relational Neural Machines


Feb 06, 2020
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini


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Backprop Diffusion is Biologically Plausible


Dec 10, 2019
Alessandro Betti, Marco Gori

* 6 pages, 3 figures 

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Discrete and Continuous Deep Residual Learning Over Graphs


Nov 26, 2019
Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luis C. Lamb


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