Babak Esmaeili
6 papers · 2019–2023 · 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 (12) πΊοΈ Taxonomy Completionist (12)
π£
Hot Topic Early Bird
Conferences
AISTATS (3)
NIPS (2)
ICML (1)
Top co-authors
Keywords
mutual information
(2)
variational inference
(2)
variational autoencoder
(2)
out-of-domain detection
(1)
importance sampling
(1)
rate distortion
(1)
amortized inference
(1)
generative model
(1)
latent variable model
(1)
latent variable
(1)
multimodal distribution
(1)
disentangled representation
(1)
inductive bia
(1)
normalizing flow
(1)
energy-based model
(1)
topological obstruction
(1)
evidence lower bound
(1)
generalization performance
(1)
neural topic model
(1)
joint density
(1)
Papers
Topological Obstructions and How to Avoid Them
NIPS 2023
Nested Variational Inference
NIPS 2021
Rate-Regularization and Generalization in Variational Autoencoders
AISTATS 2021
Conjugate Energy-Based Models
ICML 2021
Structured Disentangled Representations
AISTATS 2019
Structured Neural Topic Models for Reviews
AISTATS 2019