Rob Brekelmans
13 papers
· 2018–2025
· 5 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(21)
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Interdisciplinary Bridge
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Conference Polyglot
(5)
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Academic Marathon
(7)
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Cross-Pollinator
(4)
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Century Club
(13)
π₯
Unstoppable
(8)
Conferences
ICML (5)
NIPS (4)
ICLR (2)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
variational inference
(4)
variational autoencoder
(3)
mutual information
(2)
optimal transport
(2)
exponential family
(1)
kl divergence
(1)
representation learning
(1)
stochastic differential equation
(1)
bayesian inference
(1)
sequential monte carlo
(1)
gaussian process
(1)
rate distortion
(1)
annealed importance sampling
(1)
generative model
(1)
bandit optimization
(1)
latent representation
(1)
adversarial training
(1)
action matching
(1)
generative modeling
(1)
information theory
(1)
Papers
Information-Theoretic Diffusion
ICLR 2023
Auto-Encoding Total Correlation Explanation
AISTATS 2019