Luca Scimeca
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (14)
β
The Questioner
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
variational inference
(2)
diffusion model
(2)
text-to-image generation
(1)
posterior inference
(1)
stochastic transitions
(1)
amortized inference
(1)
energy function
(1)
generative model
(1)
dynamical system
(1)
normalizing flow
(1)
energy-based model
(1)
replay buffer
(1)
generative flow network
(1)
neural differential equation
(1)
off-policy training
(1)
sampling method
(1)
score-based model
(1)
amortized sampling
(1)
score-based prior
(1)
multi-modal dynamics
(1)
Papers
Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models
ICML 2025
Amortizing intractable inference in diffusion models for vision, language, and control
NIPS 2024
Improved off-policy training of diffusion samplers
NIPS 2024
Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective
ICLR 2022
Neural Hybrid Automata: Learning Dynamics With Multiple Modes and Stochastic Transitions
NIPS 2021