Leire Benito-Del-Valle

According to our database, Leire Benito-Del-Valle authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Latent diffusion meets semi-supervised learning: Enhancing plant disease detection with minimal labels.

Itziar Eguskiza, Artzai Picón, Leire Benito-Del-Valle, Arantza Bereciartua-Perez, Laura Gómez-Zamanillo, Andoni Elola, Elisabete Aramendi, Rocío Espejo, Christian Klukas, Ramón Navarra-Mestre

Comput. Electron. Agric., 2026

AI-Assisted Colonoscopy: Polyp Detection and Segmentation Using Foundation Models.

Uxue Delaquintana-Aramendi, Leire Benito-Del-Valle, Aitor Alvarez-Gila, Javier Pascau, Luisa F. Sánchez-Peralta, Artzai Picón, José B. Pagador, Cristina López Saratxaga

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Vision Foundation Models in Agriculture: Toward Domain-Specific Adaptation for Weed Herbicide Trials Assessment.

Leire Benito-Del-Valle, Artzai Picón, Daniel Mugica, Manuel Ramos, Eva Portillo, Javier Romero, Carlos Javier Jimenez, Ramón Navarra-Mestre

CoRR, November, 2025

Is Synthetic Image Augmentation Useful for Imbalanced Classification Problems? Case-Study on the MIDOG2025 Atypical Cell Detection Competition.

Leire Benito-Del-Valle, Pedro A. Moreno-Sánchez, Itziar Egusquiza, Itsaso Vitoria, Artzai Picón, Cristina López Saratxaga, Adrian Galdran

CoRR, September, 2025

When synthetic plants get sick: Disease graded image datasets by novel regression-conditional diffusion models.

Itziar Egusquiza, Leire Benito-Del-Valle, Artzai Picón, Arantza Bereciartua-Perez, Laura Gómez-Zamanillo, Andoni Elola, Elisabete Aramendi, Rocío Espejo, Till Eggers, Christian Klukas, Ramón Navarra-Mestre

Comput. Electron. Agric., 2025

2024

Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE).

Artzai Picón, Pablo Galan, Arantza Bereciartua-Perez, Leire Benito-Del-Valle

CoRR, 2024

Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification.

Leire Benito-Del-Valle, Aitor Alvarez-Gila, Itziar Eguskiza, Cristina López Saratxaga

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024