Michael Samuel Albergo
6 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
stochastic interpolant
(3)
square loss regression
(2)
generative model
(2)
kullback-leibler divergence
(1)
effective sample size
(1)
likelihood estimation
(1)
conditional distribution
(1)
diffusion model
(1)
normalizing flow
(1)
conditional generative model
(1)
continuous-time markov chain
(1)
importance weight
(1)
multi-layer perceptron
(1)
velocity field
(1)
super resolution
(1)
diffusion coefficient
(1)
rate matrix
(1)
multi-marginal distribution
(1)
dynamical transport
(1)
score field
(1)
Papers
LEAPS: A discrete neural sampler via locally equivariant networks
ICML 2025
NETS: A Non-equilibrium Transport Sampler
ICML 2025
Multimarginal Generative Modeling with Stochastic Interpolants
ICLR 2024
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
ICML 2024
Stochastic Interpolants with Data-Dependent Couplings
ICML 2024
Building Normalizing Flows with Stochastic Interpolants
ICLR 2023