Giulio Franzese
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(9)
🌉
Interdisciplinary Bridge
Conferences
ICML (3)
ICLR (2)
NIPS (2)
Top co-authors
Keywords
image generation
(1)
variational inference
(1)
functional analysis
(1)
hamiltonian monte carlo
(1)
bayesian posterior sampling
(1)
generative model
(1)
normalizing flow
(1)
variational autoencoder
(1)
score-based diffusion model
(1)
stochastic differential equation
(1)
bayesian neural network
(1)
score-based diffusion
(1)
mini-batch sampling
(1)
discretization error
(1)
continuation method
(1)
likelihood-based generative model
(1)
data mollification
(1)
manifold overfitting
(1)
functional diffusion process
(1)
infinite-dimensional function space
(1)
Papers
Information Theoretic Text-to-Image Alignment
ICLR 2025
Learning to Match Unpaired Data with Minimum Entropy Coupling
ICML 2025
MINDE: Mutual Information Neural Diffusion Estimation
ICLR 2024
S$Ω$I: Score-based O-INFORMATION Estimation
ICML 2024
One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models
NIPS 2023
Continuous-Time Functional Diffusion Processes
NIPS 2023
Revisiting the Effects of Stochasticity for Hamiltonian Samplers
ICML 2022