news
| Mar 10, 2026 | I have been awarded a Junior Leader Postdoctoral Fellowship from the “la Caixa” Foundation! I will lead a research line on flow-based generative modelling and meta-learning at the Institute of Mathematics, University of Granada. More info soon! |
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| Jan 15, 2026 | Our paper “Scalable physical source-to-field inference with hypernetworks” has been accepted in TMLR. [paper] |
| Dec 18, 2025 | Tomorrow, at the ETSII (Universidad de Sevilla), I will give an oral session on our ICML paper “Hyper-Transforming Latent Diffusion Models” as part of the AndaluzIA Conference. [paper] [slides] |
| Dec 16, 2025 | Hi from Madrid! It’s so nice to be back. Tomorrow, I’ll be presenting our ICML paper “Hyper-Transforming Latent Diffusion Models” at the Bright Minds, Cold Days ELLIS Wokshop. [paper] [poster] |
| Dec 01, 2025 | I’m thrilled to present our work “Hyper-Transforming Latent Diffusion Models” at the ELLIS UnConference ((Poster Stand #40)), as part of the exciting EurIPS 2025 in Copenhagen! [paper] [poster] |
| Jul 16, 2025 | 📣 The Andaluz.IA Call for Papers is now open! Share your work with the Andalusian AI community in beautiful Sevilla. Submission Deadline October 20, 2025. |
| Jul 15, 2025 | Hi Vancouver! 🇨🇦 We are presenting our paper at ICML 2025! Come to see our poster and chat with us at East Exhibition Hall, #3112 on Wednesday 16 Jul at 16:30pm-19:00pm! We will explain to you how to generate complex functions using efficient Transformer-based Hypernetworks and Latent Diffusion! [paper] [poster] |
| Jun 04, 2025 | I gave a talk about our ICML25 paper “Hyper-Transforming Latent Diffusion Models” at the Section for Cognitive Systems in DTU, Copenhagen, Denmark. Find here the slides. |
| Jun 01, 2025 | Great news! Our paper “Hyper-Transforming Latent Diffusion Models” got accepted at ICML 2025! We’ll meet you at Vancouver, Canada! 🇨🇦 More info soon. [paper] |
| May 16, 2025 | I am co-organizing the next Andaluz.IA forum, which will be held onsite on Friday 19th December 2025 at the Higher Technical School of Engineering (ETSI), Universidad de Sevilla. This unique meeting gathers multidisciplinary researchers in/from Andalusia working in the field of AI, Machine Learning and Deep Learning, and shows the potential of the community to become the AI hub in Southern Europe. |
| Apr 24, 2025 | New preprint available! “Hyper-Transforming Latent Diffusion Models” [prepint] |
| Apr 24, 2025 | I gave a talk about my latest research at CITIC, Universidad de Granada. Find here a link to the slides. |
| Apr 22, 2025 | [AISTATS25] I have received the Best Reviewer Award at AISTATS 2025! |
| Nov 01, 2024 | [NeurIPS24] I have been selected as Top Reviewer at NeurIPS 2024! |
| May 07, 2024 | New preprint available! “Scalable physical source-to-field inference with hypernetworks” [prepint] |
| Dec 20, 2023 | I will give a talk about my recent research at the first edition of the Andaluz.IA forum, that will be held on Wednesday 20th December 2023 at Pablo de Olavide University in Sevilla, Spain. Find here a link to the slides. |
| Dec 01, 2023 | I have received the Outstanding Thesis Award for my PhD thesis! |
| Oct 01, 2023 | Hi from Copenhagen! I started a Postdoctoral position with Jes Frellsen s group at the Technical University of Denmark (DTU), Denmark. Thanks again to the Danish Data Science Academy (DDSA) and to the Novo Nordisk Foundation for awarding my research project! |
| Sep 22, 2023 | I successfully defended my PhD thesis! What an enriching experience. Thank you all for your support. You can find here the [manuscript] and the [slides]. |
| Jul 24, 2023 | Aloha ICML23! We are presenting our paper! Come to see our poster and chat with us at Exhibit Hall 1 #432 on Thursday 27 Jul at 10:30 am (Poster Session 5)! ⏱️ We will explain to you how to learn distributions of functions using a VAE framework! |
| Jun 02, 2023 | I gave a talk about my recent research at the Pioneer Center for Artificial Intelligence in Copenhagen, Denmark. Find here the slides. |
| May 26, 2023 | I have been awarded with a Postdoc Fellowship by the Danish Data Science Academy (DDSA). I will join Jes Frellsen s group at the Technical University of Denmark (DTU), Denmark soon! My project will be funded by the Novo Nordisk Foundation. |
| Apr 25, 2023 | Great news! Our paper “Variational Mixture of HyperGenerators for learning distributions over functions” got accepted at ICML 2023! Can’t wait to meeting you all at Honolulu, Hawai’i! More info soon. [prepint] |
| Feb 14, 2023 | New preprint available on arXiv! “Variational Mixture of HyperGenerators for Learning Distributions Over Functions” In this work, we leverage the advantages of VAEs for learning distributions of functions via Implicit Neural Representations. [prepint] |
| Feb 06, 2023 | [AISTATS23] I have been selected as Top-10% reviewer at AISTATS23 ! |
| Nov 26, 2022 | [NeurIPS22] Hi from New Orleans! You can find my poster at Hall J #114 on Wed 30 Nov 11:30 a.m. CST — 1 p.m. CST! Let’s talk!” [link] [poster] [slides] [pdf] [code] |
| Oct 25, 2022 | New paper accepted at Pattern Recognition! “Unsupervised Learning of Global Factors in Deep Generative Models” [prepint] [code] |
| Sep 15, 2022 | Our paper “Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo” got accepted at NeurIPS 2022! More info soon! [prepint] [code] [slides] |
| Sep 05, 2022 | I am attending the AI and Machine Learning in Healthcare Summer School , organised by the Cambridge Centre for AI in Medicine. |
| Jul 19, 2022 | New code release! Hamiltonian Monte Carlo hyperparameter tuning, implemented in PyTorch. |
| Jul 01, 2022 | I gave a talk to the GTS group at UC3M on Hierarchical VAEs and HMC. Find here the slides. |
| Feb 01, 2022 | New preprint available on arXiv! “Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo” [prepint] [code] |
| Aug 30, 2021 | I started my visit at the Machine Learning Group within the Dept. of Engineering, University of Cambridge, under supervision of Dr. José Miguel Hernández Lobato. You can find me in the CBL lab |
| Dec 01, 2020 | New preprint available on arXiv! “Unsupervised Learning of Global Factors in Deep Generative Models” [prepint] [code] |
| Sep 14, 2020 | I will be attending the virtual Gaussian Process and Uncertainty Quantification Summer School, from 14 Sept to 17 Sept organized by great researchers from the Department of Computer Science, University of Sheffield, UK. |
| Nov 01, 2019 | Paper published! “Deep Sequential Models for Suicidal Ideation from Multiple Source Data” in Journal of Biomedical and Health Informatics [preprint] [paper] |
| Sep 09, 2019 | I will be attending the 1st MLFPM Summer School , from 9 to 13 Sept, organized by the ETH Zurich in Basel, Switzerland. |
| Aug 26, 2019 | I will be attending the Machine Learning Summer School, from 26 Aug to 06 Sept organized by the Skolkovo Institute of Science & Technology in Moscow, Russia. |