How much is enough? a study on diffusion times in score-based generative models G Franzese, S Rossi, L Yang, A Finamore, D Rossi, M Filippone, ...
Entropy 25 (4), 633, 2023
19 2023 GNSS for Rail Transportation LL Presti, S Sabina
Switzerland: Springer, 2018
12 2018 Continuous-time functional diffusion processes G Franzese, S Rossi, D Rossi, M Heinonen, M Filippone, P Michiardi
arXiv preprint arXiv:2303.00800, 2023
10 2023 Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling G Franzese, R Candela, D Milios, M Filippone, P Michiardi
arXiv preprint arXiv:2006.05087, 2020
8 * 2020 Semi-supervised GNSS scintillations detection based on DeepInfomax G Franzese, N Linty, F Dovis
Applied Sciences 10 (1), 381, 2020
7 2020 Multi-modal latent diffusion M Bounoua, G Franzese, P Michiardi
Entropy 26 (4), 320, 2024
6 2024 Generative dna: Representation learning for dna-based approximate image storage G Franzese, Y Yan, G Serra, I D'Onofrio, R Appuswamy, P Michiardi
2021 International Conference on Visual Communications and Image Processing …, 2021
5 2021 Probabilistic ensemble of deep information networks G Franzese, M Visintin
Entropy 22 (1), 100, 2020
5 2020 Deep Information Networks G Franzese, M Visintin
arXiv preprint arXiv:1803.02251, 2018
4 2018 Revisiting the Effects of Stochasticity for Hamiltonian Samplers G Franzese, D Milios, M Filippone, P Michiardi
arXiv preprint arXiv:2106.16200, 2021
3 * 2021 Sparsification as a remedy for staleness in distributed asynchronous SGD R Candela, G Franzese, M Filippone, P Michiardi
arXiv preprint arXiv:1910.09466, 2019
2 2019 One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models BH Tran, G Franzese, P Michiardi, M Filippone
Advances in Neural Information Processing Systems 36, 2024
1 2024 MINDE: Mutual Information Neural Diffusion Estimation G Franzese, M Bounoua, P Michiardi
arXiv preprint arXiv:2310.09031, 2023
1 2023 Contributions to Efficient Machine Learning G Franzese
Politecnico di Torino, 2021
1 2021 A novel Markov model for the computation of the Continuity Risk in maritime applications IM Giulio Franzese, Letizia Lo Presti
Proceedings of the 2017 International Technical Meeting of The Institute of …, 2017
1 2017 S I: Score-based O-INFORMATION Estimation M Bounoua, G Franzese, P Michiardi
arXiv preprint arXiv:2402.05667, 2024
2024 ADROIT6G A Fully Distributed and Dynamic AI-Powered Architecture for the 6G Networks I Ioannou, C Christophorou, V Vassiliou, L Christofi, JS Vardakas, ...
2024 EuCNC & 6G Summit, 2024
2024 Multi-View Latent Diffusion G Di Giacomo, G Franzese, T Cerquitelli, CF Chiasserini, P Michiardi
2023 IEEE International Conference on Big Data (BigData), 6152-6154, 2023
2023 ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks C Christophorou, I Ioannou, V Vassiliou, L Christofi, JS Vardakas, ...
2023 IEEE Globecom Workshops (GC Wkshps), 744-750, 2023
2023 Improving Training of Likelihood-based Generative Models with Gaussian Homotopy BH Tran, G Franzese, P Michiardi, M Filippone
SPIGM 2023, 1st Workshop on Structured Probabilistic Inference & Generative …, 2023
2023