Armand Rousselot
5 papers · 2023–2025 · 4 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
(11)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Models
(4)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Probability
(1)
Keywords
normalizing flow
(4)
generative model
(3)
maximum likelihood
(3)
neural network
(2)
molecular simulation
(1)
molecule generation
(1)
flow-based model
(1)
data manifold
(1)
change of variable
(1)
maximum likelihood training
(1)
random rotation
(1)
dimensionality scaling
(1)
free-form flow
(1)
injective flow
(1)
boundary value problem
(1)
bottleneck architecture
(1)
manifold learning
(1)
parameter-dependent distribution
(1)
bayesian inference
(1)
riemannian manifold
(1)
Papers
TRADE: Transfer of Distributions between External Conditions with Normalizing Flows
AISTATS 2025
Free-form Flows: Make Any Architecture a Normalizing Flow
AISTATS 2024
Learning Distributions on Manifolds with Free-Form Flows
NeurIPS 2024
Lifting Architectural Constraints of Injective Flows
ICLR 2024
On the Convergence Rate of Gaussianization with Random Rotations
ICML 2023