Pablo M. Olmos

6 papers · 2011–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (14) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 📈 Trend Setter

Conferences

ICML (2) ICLR (1) MIDL (1) NIPS (1) UAI (1)

Top co-authors

Juan Fuentes (1) Pablo Sanchez Martin (1) Mikkel Jordahn (1) Isabel Valera (1) Elias Abad Rocamora (1) Ignacio Peis (1) Fernando Pérez-Cruz (1) María Martínez-García (1) Luis Salamanca (1) Grigorios Chrysos (1)

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