@inproceedings{Parres-Montoya2023b,

title = {Lightweight Vision Transformers for Face Verification in the Wild},

author = {Daniel Parres and Roberto Paredes},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {In proceedings of the 11th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2023)},

pages = {414–425},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Parres-Montoya2023,

title = {Fine-tuning Vision Encoder–Decoder Transformers for Handwriting Text Recognition on Historical Documents},

author = {Daniel Parres and Roberto Paredes},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {In proceedings of the 17th International Conference on Document Analysis and Recognition (ICDAR 2023)},

pages = {253–268},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Mesas-Lafarga2022,

title = {Cognitive Impairment Markers Detection in Brain 3D MRI Images using Classic 2D Convolutional Models and Transfer Learning},

author = {Pablo Mesas-Lafarga and Joan Prats-Climent and Roberto Paredes and MJ Rodríguez-Álvarez},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC 2022)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Fuentes-López2022,

title = {Automatic Transcription System for Nutritional Information Charts of Spanish Food Products.},

author = {José Manuel Fuentes-López and Roberto Paredes and E. Fulladosa and María Mar Giró and Anna Claret},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the 17th International Conference on Computer Vision Theory and Applications (VISAPP 2022)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Martínez-Hinarejos2022,

title = {Spanish Lipreading in Realistic Scenarios: the LLEER project},

author = {Carlos-D. Martínez-Hinarejos and David Gimeno-Gómez and Francisco Casacuberta and Emilio Granell and Roberto Paredes and Moisés Pastor and Enrique Vidal},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the XII Jornadas en Tecnologías del Habla and VIII Iberian SLTech Workshop (iberSPEECH 2022)},

pages = {241--245},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Michele2021,

title = {The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications},

author = {Michele Cancilla and Laura Canalini and Federico Bolelli and Stefano Allegretti and Salvador Carrión and Roberto Paredes and Jon-Ander Gómez and Simone Leo and Marco Enrico Piras and Luca Pireddu and Asaf Badouh and Santiago Marco-Sola and Lluc Álvarez and Miquel Moreto and Costantino Grana},

year  = {2021},

date = {2021-01-01},

booktitle = {In proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Anitei2021,

title = {ICDAR 2021 competition on mathematical formula detection},

author = {Dan Anitei and Joan Andreu Sánchez and José Manuel Fuentes-López and Roberto Paredes and José-Miguel Benedí},

year  = {2021},

date = {2021-01-01},

booktitle = {In proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021)},

pages = {783--795},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Maroñas2021b,

title = {On Calibration of Mixup Training for Deep Neural Networks},

author = {Juan Maroñas and Daniel Ramos and Roberto Paredes},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {In proceedings of the IAPR Joint International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2020) and Statistical techniques in Pattern Recognition (SPR 2020)},

pages = {67--76},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hernández2020,

title = {SELENE: Self-Monitored Dependable Platform for High-Performance Safety-Critical Systems.},

author = {Carles Hernández Luz and José Flich Cardo and Roberto Paredes and Charles-Alexis Lefebvre and Imanol Allende and Jaume Abella and David Trilla and Martin Matschnig and Bernhard Fischer and Konrad Schwarz and Jan Kiszka and Martin Ronnback and Johan Klockars and Nicholas McGuire and Franz Rammerstorfer},

year  = {2020},

date = {2020-01-01},

booktitle = {In proceedings of the 23rd Euromicro Conference on Digital System Design (DSD 2020)},

pages = {370--377},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Flich2020,

title = {Distributed Training on a Highly Heterogeneous HPC System},

author = {José Flich Cardo and Carles Hernández Luz and E. Quinones and Roberto Paredes},

year  = {2020},

date = {2020-01-01},

booktitle = {In proceedings of the XX International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS 2020)},

pages = {359--370},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Parreño2020,

title = {Deidentifying MRI Data Domain by Iterative Backpropagation},

author = {Mario Parreño and Roberto Paredes and Alberto Albiol Colomer},

year  = {2020},

date = {2020-01-01},

booktitle = {In proceedings of the 11th International Workshop on Statistical Atlases and Computational Models of the Heart (STACOM 2020)},

pages = {277--286},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{José2020,

title = {Sistema Integral de Mantenimiento Eficiente de Pavimentos Urbanos (SIMEPU)},

author = {José Ramón López Marco and Juan Sánchez-Robles Bello and David Llopis-Castelló and Tatiana García-Segura and Roberto Paredes},

year  = {2020},

date = {2020-01-01},

booktitle = {In proceedings of the XV Jornada Nacional de ASEFMA},

pages = {1--11},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Maroñas2018,

title = {Generative Models for Deep Learning with Very Scarce Data},

author = {Juan Maroñas and Roberto Paredes and 0000-0001-5998-1489},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 23rd Iberoamerican Congress on Pattern Recognition (CIARP 2018)},

pages = {20--28},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gimenez2018,

title = {Personality Recognition using Convolutional Neural Networks},

author = {Maite Gimenez Fayos and Roberto Paredes and Paolo Rosso},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 18th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2017)},

pages = {313--323},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Jorge-Cano2018,

title = {Empirical Evaluation of Variational Autoencoders for Data Augmentation},

author = {Javier Jorge-Cano and Jesús Vieco Pérez and Roberto Paredes and Joan Andreu Sánchez and José-Miguel Benedí},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 13th International Conference on Computer Vision Theory and Applications (VISAPP 2018)},

pages = {96--104},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Pérez-Estruch2017,

title = {Learning Multimodal Gender Profile using Neural Networks},

author = {Carlos Pérez-Estruch and Roberto Paredes and Paolo Rosso},

year  = {2017},

date = {2017-01-01},

booktitle = {In proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2017)},

pages = {577--582},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gimenez2016,

title = {PRHLT at PR-SOCO: A Regression Model for Predicting Personality Traits from Source Code},

author = {Maite Gimenez Fayos and Roberto Paredes},

year  = {2016},

date = {2016-01-01},

booktitle = {In proceedings of the 8th meeting of Forum for Information Retrieval Evaluation (FIRE 2016)},

pages = {38--42},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Jesús2015,

title = {Data Mapping by Restricted Boltzmann Machines for Social Circles Detection},

author = {Jesús Alberto and Roberto Paredes and Paolo Rosso},

year  = {2015},

date = {2015-01-01},

booktitle = {In proceedings of the International Joint Conference on Neural Networks (IJCNN 2015)},

pages = {2621--2627},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Villegas2013b,

title = {Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask},

author = {Mauricio Villegas and Roberto Paredes},

year  = {2013},

date = {2013-01-01},

booktitle = {In proceedings of the 4th Conference and Labs of the Evaluation Forum (CLEF 2013)},

pages = {1--19},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Garcia2013,

title = {SAGH a supervised image hashing technique},

author = {Guillermo Garcia Franco and Mauricio Villegas and Roberto Paredes},

year  = {2013},

date = {2013-01-01},

booktitle = {In proceedings of the III Workshop de Reconocimiento de Formas y Análisis de Imágenes (WSRFAI 2013)},

pages = {17--20},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Villegas2012b,

title = {A k-NN Approach for Scalable Image Annotation Using General Web Data},

author = {Mauricio Villegas and Roberto Paredes},

year  = {2012},

date = {2012-01-01},

booktitle = {In proceedings of the Annual Conference on Neural Information Processing Systems (NIPS 2012). Big Data Meets Computer Vision: First International Workshop on Large Scale Visual Recognition and Retrieval},

pages = {1--5},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Villegas2012,

title = {Image-Text Dataset Generation for Image Annotation and Retrieval},

author = {Mauricio Villegas and Roberto Paredes},

year  = {2012},

date = {2012-01-01},

booktitle = {In proceedings of the II Congreso Español de Recuperación de Información (CERI 2012)},

pages = {115--120},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Villegas2012c,

title = {Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task},

author = {Mauricio Villegas and Roberto Paredes},

year  = {2012},

date = {2012-01-01},

booktitle = {In proceedings of the 3rd Conference and Labs of the Evaluation Forum (CLEF 2012)},

pages = {1--16},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}