Federico Andrea Galatolo
Federico Andrea Galatolo
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Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search
FA Galatolo, MGCA Cimino, G Vaglini
Proceedings of the International Conference on Image Processing and Vision …, 2021
Application of deep learning model in the sonographic diagnosis of uterine adenomyosis
D Raimondo, A Raffone, AC Aru, M Giorgi, I Giaquinto, E Spagnolo, ...
International Journal of Environmental Research and Public Health 20 (3), 1724, 2023
Using stigmergy to incorporate the time into artificial neural networks
FA Galatolo, MGCA Cimino, G Vaglini
Mining Intelligence and Knowledge Exploration: 6th International Conference …, 2018
TeTIm-Eval: a novel curated evaluation data set for comparing text-to-image models
FA Galatolo, MGCA Cimino, E Cogotti
arXiv preprint arXiv:2212.07839, 2022
Blockchain-based shared additive manufacturing
F Lupi, MGCA Cimino, T Berlec, FA Galatolo, M Corn, N Ro¾man, A Rossi, ...
Computers & Industrial Engineering 183, 109497, 2023
Enhancing land subsidence awareness via InSAR data and Deep Transformers
D Orlandi, FA Galatolo, MGCA Cimino, A La Rosa, C Pagli, N Perilli
2022 IEEE Conference on Cognitive and Computational Aspects of Situation …, 2022
Using stigmergy as a computational memory in the design of recurrent neural networks
FA Galatolo, MGCA Cimino, G Vaglini
Proceedings of the 8th International Conference on Pattern Recognition …, 2019
Cerbero-7b: A leap forward in language-specific llms through enhanced chat corpus generation and evaluation
FA Galatolo, MGCA Cimino
arXiv preprint arXiv:2311.15698, 2023
Using deep learning and radar backscatter for mapping river water surface
D Orlandi, FA Galatolo, MCGA Cimino, C Pagli, N Perilli, JA Pompeu, ...
Orbit 20, 20, 2023
Solving the scalarization issues of Advantage-based Reinforcement Learning algorithms
FA Galatolo, MGCA Cimino, G Vaglini
Computers & Electrical Engineering 92, 107117, 2021
Formal derivation of mesh neural networks with their forward-only gradient propagation
FA Galatolo, MGCA Cimino, G Vaglini
Neural Processing Letters 53 (3), 1963-1978, 2021
Spikiness Assessment of Term Occurrences in Microblogs: An Approach based on Computational Stigmergy
MGCA Cimino, F Galatolo, A Lazzeri, W Pedrycz, G Vaglini
Proceedings of The 6th International Conference on Pattern Recognition …, 2017
Swarms of artificial platelets for emergent hole detection and healing in wireless sensor networks
G Simionato, FA Galatolo, MGCA Cimino
Proceedings of the Genetic and Evolutionary Computation Conference, 75-83, 2023
Structural Damage Localization via Deep Learning and IoT Enabled Digital Twin.
M Parola, FA Galatolo, M Torzoni, MGCA Cimino, G Vaglini
DeLTA, 199-206, 2022
Image-based screening of oral cancer via deep ensemble architecture
M Parola, G La Mantia, F Galatolo, MGCA Cimino, G Campisi, O Di Fede
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 1572-1578, 2023
Dense Information Retrieval on a Latin Digital Library via LaBSE and LatinBERT Embeddings.
FA Galatolo, G Martino, MGCA Cimino, CO Tommasi
DATA, 518-523, 2023
Convolutional Neural Networks for Structural Damage Localization on Digital Twins
M Parola, FA Galatolo, M Torzoni, MGCA Cimino
International Conference on Deep Learning Theory and Applications, 78-97, 2022
A machine learning approach for groundwater modeling
MGCA Cimino, M Ennahedh, FA Galatolo, N Hariga-Tlatli, I Nouiri, ...
2022 IEEE 9th International Conference on Sciences of Electronics …, 2022
Deep Learning of Structural Changes in Historical Buildings: The Case Study of the Pisa Tower.
MGCA Cimino, FA Galatolo, M Parola, N Perilli, N Squeglia
IJCCI, 396-403, 2022
Noise boosted neural receptive fields
FA Galatolo, MGCA Cimino, A Marincioni, G Vaglini
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-6, 2021
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