Luca Scimeca
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
diffusion model
(3)
posterior inference
(2)
variational inference
(2)
generative model
(2)
text-to-image generation
(1)
kolmogorov complexity
(1)
stochastic transitions
(1)
amortized inference
(1)
energy function
(1)
human feedback
(1)
dynamical system
(1)
normalizing flow
(1)
energy-based model
(1)
latent space
(1)
replay buffer
(1)
generative flow network
(1)
neural differential equation
(1)
off-policy training
(1)
sampling method
(1)
parameter space
(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
NeurIPS 2024
Improved off-policy training of diffusion samplers
NeurIPS 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
NeurIPS 2021