Collection, Processing and Analysis of Heterogeneous Data Coming from Spanish Hospitals in the Context of COVID-19. - Marta Barroso; Adrián Tormos; Raquel Pérez-Arnal; Sergio Álvarez-Napagao; Dario Garcia-Gasulla (CCIA, 2021)

Testing Reinforcement Learning Explainability Methods in a Multi-Agent Cooperative Environment. - Marc Domènech i Vila; Dmitry Gnatyshak; Adrián Tormos; Sergio Álvarez-Napagao (CCIA, 2022)

When & How to Transfer with Transfer Learning. - Adrián Tormos; Dario Garcia-Gasulla; Victor Gimenez-Abalos; Sergio Álvarez-Napagao (CoRR, 2022)

Applying Generative Models and Transfer Learning to Physiological Data Classification. - José Fernando Núñez; Jamie Arjona; Adrián Tormos; Darío García; Javier Béjar (CCIA, 2023)

pgeon applied to Overcooked-AI to explain agents' behaviour. - Adrián Tormos; Victor Gimenez-Abalos; Javier Vázquez-Salceda; Sergio Álvarez-Napagao (AAMAS, 2024)

Aloe: A Family of Fine-tuned Open Healthcare LLMs. - Ashwin Kumar Gururajan; Enrique Lopez-Cuena; Jordi Bayarri-Planas; Adrián Tormos; Daniel Hinjos; Pablo Bernabeu-Perez; Anna Arias-Duart; Pablo Agustin Martin-Torres; Lucia Urcelay-Ganzabal; Marta Gonzalez-Mallo 001; Sergio Álvarez-Napagao; Eduard Ayguadé Parra; et al. (CoRR, 2024)

Intention-aware policy graphs: answering what, how, and why in opaque agents. - Victor Gimenez-Abalos; Sergio Álvarez-Napagao; Adrián Tormos; Ulises Cortés; Javier Vázquez-Salceda (CoRR, 2024)

Data Augmentation with Diffusion Models for Colon Polyp Localization on the Low Data Regime: How much real data is enough? - Adrián Tormos; Blanca Llauradó; José Fernando Núñez; Axel Romero; Dario Garcia-Gasulla; Javier Béjar (CoRR, 2024)

Policy Graphs and Intention: Answering 'Why' and 'How' from a Telic Perspective. - Victor Gimenez-Abalos; Sergio Álvarez-Napagao; Adrián Tormos; Ulises Cortés; Javier Vázquez-Salceda (AAMAS, 2025)

Efficient Safety Retrofitting Against Jailbreaking for LLMs. - Dario Garcia-Gasulla; Adrián Tormos; Anna Arias-Duart; Daniel Hinjos; Oscar Molina-Sedano; Ashwin Kumar Gururajan; Maria Eugenia Cardello (CoRR, 2025)

The Aloe Family Recipe for Open and Specialized Healthcare LLMs. - Dario Garcia-Gasulla; Jordi Bayarri-Planas; Ashwin Kumar Gururajan; Enrique Lopez-Cuena; Adrián Tormos; Daniel Hinjos; Pablo Bernabeu-Perez; Anna Arias-Duart; Pablo Agustin Martin-Torres; Marta Gonzalez-Mallo 001; Sergio Álvarez-Napagao; Eduard Ayguadé Parra; et al. (CoRR, 2025)