| 2025 | IBPRIA | Mitigating Overfitting in Fully Transformer Architectures for Handwritten Text Recognition. | Carlos Pearrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2025 | IBPRIA | Impact of Label-Level Noise on Multi-label Learning: A Case Study on the k-Nearest Neighbor Classifier. | Antonio Requena, Antonio Javier Gallego, Jose J. Valero-Mas |
| 2024 | DAS | Contrastive Self-Supervised Learning for Optical Music Recognition. | Carlos Pearrubia, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2024 | ICASSP | A Transformer Approach for Polyphonic Audio-to-Score Transcription. | Mara Alfaro-Contreras, Antonio Ros-Vila, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2023 | IBPRIA | Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification. | Carlos Pearrubia, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza |
| 2023 | Interspeech | Insights into end-to-end audio-to-score transcription with real recordings: A case study with saxophone works. | Juan Carlos Martinez-Sevilla, Mara Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2022 | IBPRIA | Test Sample Selection for Handwriting Recognition Through Language Modeling. | Adrian Rosello, Eric Ayllon, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2022 | IBPRIA | Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition. | Javier Sez-Prez, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2022 | IBPRIA | The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition. | Alejandro Snchez-Ferrer, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2022 | ICASSP | Neural Audio-To-Score Music Transcription For Unconstrained Polyphony Using Compact Output Representations. | Vctor Arroyo, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Antonio Pertusa |
| 2022 | ICPR | Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study. | Mara Alfaro-Contreras, Jose J. Valero-Mas, Jos M. Iesta, Jorge Calvo-Zaragoza |
| 2022 | ICPR | Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor. | Antonio Ros-Vila, Mara Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza |
| 2021 | ICDAR | Data Augmentation for End-to-End Optical Music Recognition. | Juan C. Lpez-Gutirrez, Jose J. Valero-Mas, Francisco J. Castellanos, Jorge Calvo-Zaragoza |
| 2017 | IBPRIA | A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems. | Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramn Rico-Juan, Jos Manuel Iesta Quereda |
| 2017 | ICPRAM | Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor. | Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramn Rico-Juan |
| 2015 | IBPRIA | Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study. | Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramn Rico-Juan |