| 2023 | IBPRIA | Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets. | Alejandro Galn-Cuenca, Miguel Mirn, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa |
| 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 |
| 2019 | IBPRIA | Multi-label Logo Classification Using Convolutional Neural Networks. | Antonio Javier Gallego, Antonio Pertusa, Marisa Bernabeu |
| 2018 | CIARP | Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors. | Javier Ortega Bastida, Antonio Javier Gallego, Antonio Pertusa |
| 2017 | ICDAR | Recognition of Handwritten Music Symbols with Convolutional Neural Codes. | Jorge Calvo-Zaragoza, Antonio Javier Gallego, Antonio Pertusa |
| 2013 | IBPRIA | MirBot: A Multimodal Interactive Image Retrieval System. | Antonio Pertusa, Antonio Javier Gallego Snchez, Marisa Bernabeu |
| 2013 | SMC | An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification. | Hanna C. B. Piccoli, Carlos Nascimento Silla Jr., Pedro J. Ponce de Len, Antonio Pertusa |
| 2011 | ICMI | A multimodal music transcription prototype: first steps in an interactive prototype development. | Toms Prez-Garca, Jos Manuel Iesta Quereda, Pedro J. Ponce de Len, Antonio Pertusa |
| 2008 | ICASSP | Multiple fundamental frequency estimation using Gaussian smoothness. | Antonio Pertusa, Jos Manuel Iesta Quereda |
| 2006 | FlAIRS | Melody Track Identification in Music Symbolic Files. | David Rizo, Pedro J. Ponce de Len, Antonio Pertusa, Carlos Prez-Sancho, Jos Manuel Iesta Quereda |
| 2005 | CIARP | Recognition of Note Onsets in Digital Music Using Semitone Bands. | Antonio Pertusa, Anssi Klapuri, Jos Manuel Iesta Quereda |