关注
Giulio Franzese
Giulio Franzese
Assistant Professor - Eurecom
在 eurecom.fr 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
242023
Continuous-time functional diffusion processes
G Franzese, S Rossi, D Rossi, M Heinonen, M Filippone, P Michiardi
arXiv preprint arXiv:2303.00800, 2023
152023
GNSS for Rail Transportation
LL Presti, S Sabina
Switzerland: Springer, 2018
122018
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
82020
Multi-modal latent diffusion
M Bounoua, G Franzese, P Michiardi
Entropy 26 (4), 320, 2024
62024
Probabilistic ensemble of deep information networks
G Franzese, M Visintin
Entropy 22 (1), 100, 2020
52020
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
42021
Deep Information Networks
G Franzese, M Visintin
arXiv preprint arXiv:1803.02251, 2018
42018
Revisiting the Effects of Stochasticity for Hamiltonian Samplers
G Franzese, D Milios, M Filippone, P Michiardi
arXiv preprint arXiv:2106.16200, 2021
3*2021
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, 6545-6567, 2023
22023
Sparsification as a remedy for staleness in distributed asynchronous SGD
R Candela, G Franzese, M Filippone, P Michiardi
arXiv preprint arXiv:1910.09466, 2019
22019
MINDE: Mutual Information Neural Diffusion Estimation
G Franzese, M Bounoua, P Michiardi
arXiv preprint arXiv:2310.09031, 2023
12023
Contributions to Efficient Machine Learning
G Franzese
Politecnico di Torino, 2021
12021
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
12017
Information Theoretic Text-to-Image Alignment
C Wang, G Franzese, A Finamore, M Gallo, P Michiardi
arXiv preprint arXiv:2405.20759, 2024
2024
SI: Score-based O-INFORMATION Estimation
M Bounoua, G Franzese, P Michiardi
arXiv preprint arXiv:2402.05667, 2024
2024
DiMViS: Diffusion-based Multi-View Synthesis
G DI GIACOMO, G Franzese, T Cerquitelli, CF Chiasserini, P Michiardi
ICML 2024 Workshop on Structured Probabilistic Inference & Generative …, 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
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
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