Pablo M. Olmos
6 papers · 2011–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (14) 🐝 Cross-Pollinator (14)
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Interdisciplinary Bridge
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Taxonomy Completionist
(11)
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Trend Setter
Conferences
ICML (2)
ICLR (1)
MIDL (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
approximate inference
(1)
variational inference
(1)
message passing
(1)
expectation propagation
(1)
tree-structured inference
(1)
channel coding
(1)
implicit neural representation
(1)
graphical model
(1)
tree structure
(1)
normalizing flow
(1)
variational autoencoder
(1)
sparse graph
(1)
channel decoding
(1)
Papers
Improved Variational Inference in Discrete VAEs using Error Correcting Codes
UAI 2025
Efficient local linearity regularization to overcome catastrophic overfitting
ICLR 2024
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks
ICML 2024
Diffusion X-ray image denoising
MIDL 2024
Variational Mixture of HyperGenerators for Learning Distributions over Functions
ICML 2023
An Application of Tree-Structured Expectation Propagation for Channel Decoding
NIPS 2011