Alberto Lumbreras
4 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
bayesian inference
(1)
matrix factorization
(1)
self-supervised learning
(1)
text generation
(1)
expectation maximization
(1)
marginal likelihood
(1)
probabilistic matrix factorization
(1)
gamma-poisson model
(1)
state space model
(1)
disentangled representation
(1)
variational autoencoder
(1)
encoder-decoder architecture
(1)
monte carlo expectation maximization
(1)
data-to-text conversion
(1)
heterogeneous source
(1)
long-term dependency
(1)
abstractive summarization
(1)
long document
(1)
topic dictionary
(1)
conditional text generation
(1)
Papers
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
ICLR 2025
LOCOST: State-Space Models for Long Document Abstractive Summarization
EACL 2024
Learning from Multiple Sources for Data-to-Text and Text-to-Data
AISTATS 2023
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
ICML 2018