Peis, Ignacio

4 publications

TMLR 2026 Scalable Physical Source-to-Field Inference with Hypernetworks Berian James, Stefan Pollok, Ignacio Peis, Elizabeth Louise Baker, Jes Frellsen, Rasmus Bjørk

ICML 2025 Hyper-Transforming Latent Diffusion Models Ignacio Peis, Batuhan Koyuncu, Isabel Valera, Jes Frellsen

ICML 2023 Variational Mixture of HyperGenerators for Learning Distributions over Functions Batuhan Koyuncu, Pablo Sanchez Martin, Ignacio Peis, Pablo M. Olmos, Isabel Valera

NeurIPS 2022 Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo Ignacio Peis, Chao Ma, José Miguel Hernández-Lobato