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Ignacio Peis — most-cited papers & profile · Generative Models
← authors
·
overview
Ignacio Peis
5
papers ·
5
citations ·
4
h-index
Pioneer (United States) · Universidad Carlos III de Madrid
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo
2022 · 5 citations
Latent Diffusion for Missing Data
2026
Hyper-Transforming Latent Diffusion Models
2025
Unsupervised Learning of Global Factors in Deep Generative Models
2020
Variational Mixture of HyperGenerators for Learning Distributions Over Functions
2023
Top co-authors
Batuhan Koyuncu
· 2
Isabel Valera
· 2
Jes Frellsen
· 2
Pablo M. Olmos
· 2
Alberte Heering Estad
· 1
Antonio Artés-Rodrı́guez
· 1
Chao Ma
· 1
José Miguel Hernández-Lobato
· 1
Pablo Sanchez-Martin
· 1
Topics
eess.SP
stat.ML
Diffusion Models
cs.IT
GANs