6 papers
Speeding up the annotation process in semantic segmentation industrial applications
Marta Fernandez-Moreno, Margarita Guerrero, Rosalia Rementeria +2
Current machine learning models commonly require large and well-annotated datasets. However, the annotation process often becomes a bottleneck, with increased complexity leading to…
A practical artificial intelligence framework for legal age estimation using clavicle computed tomography scans
Javier Venema, Stefano De Luca, Pablo Mesejo +1
Legal age estimation plays a critical role in forensic and medico-legal contexts, where decisions must be supported by accurate, robust, and reproducible methods with explicit unce…
A Novel Evolutionary Method for Automated Skull-Face Overlay in Computer-Aided Craniofacial Superimposition
Práxedes MartÃnez-Moreno, Andrea Valsecchi, Pablo Mesejo +3
Craniofacial Superimposition is a forensic technique for identifying skeletal remains by comparing a post-mortem skull with ante-mortem facial photographs. A critical step in this…
Towards a General Framework for HTN Modeling with LLMs
Israel Puerta-Merino, Carlos Núñez-Molina, Pablo Mesejo +1
The use of Large Language Models (LLMs) for generating Automated Planning (AP) models has been widely explored; however, their application to Hierarchical Planning (HP) is still fa…
A Roadmap to Guide the Integration of LLMs in Hierarchical Planning
Israel Puerta-Merino, Carlos Núñez-Molina, Pablo Mesejo +1
Recent advances in Large Language Models (LLMs) are fostering their integration into several reasoning-related fields, including Automated Planning (AP). However, their integration…
Don't Forget your Inverse DDIM for Image Editing
Guillermo Gomez-Trenado, Pablo Mesejo, Oscar Cordón +1
The field of text-to-image generation has undergone significant advancements with the introduction of diffusion models. Nevertheless, the challenge of editing real images persists,…