Simone Rossi
8 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(6)
Conferences
NIPS (4)
AISTATS (1)
ECCV (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
variational inference
(6)
markov chain monte carlo
(2)
bayesian deep learning
(2)
image generation
(1)
model selection
(1)
approximate inference
(1)
bayesian inference
(1)
deep learning
(1)
posterior distribution
(1)
gaussian process
(1)
posterior estimation
(1)
functional analysis
(1)
generative model
(1)
variational autoencoder
(1)
score-based diffusion model
(1)
latent space
(1)
sliced-wasserstein distance
(1)
bayesian neural network
(1)
score-based diffusion
(1)
random matrix
(1)
Papers
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation
ECCV 2024
Continuous-Time Functional Diffusion Processes
NIPS 2023
On permutation symmetries in Bayesian neural network posteriors: a variational perspective
NIPS 2023
All You Need is a Good Functional Prior for Bayesian Deep Learning
JMLR 2022
Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations
AISTATS 2021
Model Selection for Bayesian Autoencoders
NIPS 2021
Walsh-Hadamard Variational Inference for Bayesian Deep Learning
NIPS 2020
Good Initializations of Variational Bayes for Deep Models
ICML 2019