Carlos Peñarrubia

According to our database, Carlos Peñarrubia authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Insights into imbalance-aware Multilabel Prototype Generation mechanisms for k-Nearest Neighbor classification in noisy scenarios.

Jose J. Valero-Mas, Carlos Peñarrubia, Francisco J. Castellanos, Antonio Javier Gallego, Jorge Calvo-Zaragoza

Pattern Recognit., 2026

2025

Spatial context-based Self-Supervised Learning for Handwritten Text Recognition.

Carlos Peñarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza

Pattern Recognit. Lett., 2025

Mitigating Overfitting in Fully Transformer Architectures for Handwritten Text Recognition.

Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza

Proceedings of the Pattern Recognition and Image Analysis - 12th Iberian Conference, 2025

2024

Self-Supervised Learning for Text Recognition: A Critical Survey.

Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza

CoRR, 2024

Contrastive Self-Supervised Learning for Optical Music Recognition.

Carlos Peñarrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza

Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023

Efficient Notation Assembly in Optical Music Recognition.

Carlos Peñarrubia, Carlos Garrido-Munoz, Jose J. Valero-Mas, Jorge Calvo-Zaragoza

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Optical Music Recognition: Recent Advances, Current Challenges, and Future Directions.

Jorge Calvo-Zaragoza, Juan C. Martinez-Sevilla, Carlos Peñarrubia, Antonio Ríos-Vila

Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification.

Carlos Peñarrubia, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza

Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023