Weighting Prototypes. A New Editing Approach. - Roberto Paredes Palacios; Enrique Vidal-Ruiz (ICPR, 2000)

A class-dependent weighted dissimilarity measure for nearest neighbor classification problems. - Roberto Paredes; Enrique Vidal 001 (Pattern Recognit. Lett., 2000)

Local Representations and a direct Voting Scheme for Face Recognition. - Roberto Paredes; Juan-Carlos Perez-Cortes; Alfons Juan; Enrique Vidal 001 (PRIS, 2001)

Classification of Medical Images Using local Representations. - Roberto Paredes; Daniel Keysers; Thomas Martin Lehmann; Berthold B. Wein; Hermann Ney; Enrique Vidal 001 (Bildverarbeitung für die Medizin, 2002)

An Evaluation of the WPE Algorithm Using Tangent Distance. - Roberto Paredes Palacios; Enrique Vidal 001; Daniel Keysers (ICPR (4), 2002)

Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition. - Daniel Keysers; Roberto Paredes; Hermann Ney; Enrique Vidal 001 (SSPR/SPR, 2002)

Face Verification Competition on the XM2VTS Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Sébastien Marcel; Christine Marcel; Samy Bengio; Fabien Cardinaux; Conrad Sanderson; Jacek Czyz; Luc Vandendorpe; Sanun Srisuk; Maria Petrou; et al. (AVBPA, 2003)

Local Representations for Multi-object Recognition. - Thomas Deselaers; Daniel Keysers; Roberto Paredes; Enrique Vidal 001; Hermann Ney (DAGM-Symposium, 2003)

Comparison of Log-linear Models and Weighted Dissimilarity Measures. - Daniel Keysers; Roberto Paredes; Enrique Vidal 001; Hermann Ney (IbPRIA, 2003)

Utterance verification using an optimized k-nearest neighbour classifier. - Roberto Paredes; Alberto Sanchís; Enrique Vidal 001; Alfons Juan (INTERSPEECH, 2003)

Enhancements for Local Feature Based Image Classification. - Tobias Kölsch; Daniel Keysers; Hermann Ney; Roberto Paredes (ICPR (1), 2004)

Face Authentication Test on the BANCA Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Miroslav Hamouz; Alexey Kostin; Fabien Cardinaux; Sébastien Marcel; Samy Bengio; Conrad Sanderson; Jacek Czyz; Luc Vandendorpe; Chris McCool; et al. (ICPR (4), 2004)

Learning Prototypes and Distances (LPD). A Prototype Reduction Technique based on Nearest Neighbor Error Minimization. - Roberto Paredes; Enrique Vidal 001 (ICPR (3), 2004)

Local Features for Speaker Recognition. - Roberto Paredes; Enrique Vidal 001; Francisco Casacuberta (SSPR/SPR, 2004)

The MORFO3D Foot Database. - José García-Hernández; Stella Heras; Alfons Juan; Roberto Paredes; Beatriz Nácher; Sandra Alemany; Enrique Alcántara; Juan Carlos González (IbPRIA (2), 2005)

Comparison of Feature Extraction Methods for Breast Cancer Detection. - Rafael Llobet; Roberto Paredes; Juan-Carlos Perez-Cortes (IbPRIA (2), 2005)

Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error. - Roberto Paredes; Enrique Vidal 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization. - Roberto Paredes; Enrique Vidal 001 (Pattern Recognit., 2006)

Face Recognition in Color Using Complex and Hypercomplex Representations. - Mauricio Villegas; Roberto Paredes (IbPRIA (1), 2007)

Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification. - Mauricio Villegas; Roberto Paredes (CVPR, 2008)

Face verification on color images using local features. - Mauricio Villegas; Roberto Paredes; Alfons Juan; Enrique Vidal 001 (CVPR Workshops, 2008)

Learning weighted distances for relevance feedback in image retrieval. - Thomas Deselaers; Roberto Paredes; Enrique Vidal 001; Hermann Ney (ICPR, 2008)

A Probabilistic Model for User Relevance Feedback on Image Retrieval. - Roberto Paredes; Thomas Deselaers; Enrique Vidal 001 (MLMI, 2008)

Score Fusion by Maximizing the Area under the ROC Curve. - Mauricio Villegas; Roberto Paredes (IbPRIA, 2009)

Face Video Competition. - Norman Poh; Chi-Ho Chan; Josef Kittler; Sébastien Marcel; Christopher McCool; Enrique Argones-Rúa; José Luis Alba-Castro; Mauricio Villegas; Roberto Paredes; Vitomir Struc; Nikola Pavesic; Albert Ali Salah; et al. (ICB, 2009)

Fast Discriminative Linear Models for Scalable Video Tagging. - Roberto Paredes; Adrian Ulges; Thomas M. Breuel (ICMLA, 2009)

TubeFiler: an automatic web video categorizer. - Damian Borth; Jörn Hees; Markus Koch; Adrian Ulges; Christian Schulze 001; Thomas M. Breuel; Roberto Paredes (ACM Multimedia, 2009)

Semi-supervised Distance Metric Learning for Visual Object Classification. - Hakan Cevikalp; Roberto Paredes (VISAPP (1), 2009)

The APP Oracle - An Interactive Student Competition on Pattern Recognition. - Alfons Juan; Jesús Andrés-Ferrer; Adrià Giménez; Jorge Civera; Roberto Paredes; Enrique Vidal 001 (CSEDU (2), 2010)

ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms. - Roberto Paredes; Ergina Kavallieratou; Rafael Dueire Lins (ICFHR, 2010)

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. - Sébastien Marcel; Chris McCool; Pavel Matejka; Timo Ahonen; Jan Cernocký; Shayok Chakraborty; Vineeth Nallure Balasubramanian; Sethuraman Panchanathan; Chi-Ho Chan; Josef Kittler; Norman Poh; Benoit G. B. Fauve; et al. (ICPR Contests, 2010)

Bi-modal Handwritten Text Recognition (BiHTR) ICPR 2010 Contest Report. - Moisés Pastor; Roberto Paredes (ICPR Contests, 2010)

Fusion of Qualities for Frame Selection in Video Face Verification. - Mauricio Villegas; Roberto Paredes (ICPR, 2010)

Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model. - Roberto Paredes (SSPR/SPR, 2010)

An Evaluation of Video-to-Video Face Verification. - Norman Poh; Chi-Ho Chan; Josef Kittler; Sébastien Marcel; Chris McCool; Enrique Argones-Rúa; José Luis Alba-Castro; Mauricio Villegas; Roberto Paredes; Vitomir Struc; Nikola Pavesic; Albert Ali Salah; et al. (IEEE Trans. Inf. Forensics Secur., 2010)

On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor. - Roberto Paredes; Mark A. Girolami (IbPRIA, 2011)

Query refinement suggestion in multimodal image retrieval with relevance feedback. - Luis A. Leiva; Mauricio Villegas; Roberto Paredes (ICMI, 2011)

A relevant image search engine with late fusion: mixing the roles of textual and visual descriptors. - Franco M. Segarra; Luis A. Leiva; Roberto Paredes (IUI, 2011)

Dimensionality reduction by minimizing nearest-neighbor classification error. - Mauricio Villegas; Roberto Paredes (Pattern Recognit. Lett., 2011)

A Hybrid Binarization Technique for Document Images. - Sokratis Vavilis; Ergina Kavallieratou; Roberto Paredes; Kostas Sotiropoulos (Learning Structure and Schemas from Documents, 2011)

Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task. - Mauricio Villegas; Roberto Paredes (CLEF (Online Working Notes/Labs/Workshop), 2012)

Enhancing Image Retrieval by an Exploration-Exploitation Approach. - Luca Piras 001; Giorgio Giacinto; Roberto Paredes (MLDM, 2012)

ImageCLEF 2013: The Vision, the Data and the Open Challenges. - Barbara Caputo; Henning Müller; Bart Thomee; Mauricio Villegas; Roberto Paredes; David Zellhöfer; Hervé Goëau; Alexis Joly; Pierre Bonnet; Jesus Martínez-Gómez; Ismael García-Varea; Miguel Cazorla (CLEF, 2013)

Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search. - Luis A. Leiva; Mauricio Villegas; Roberto Paredes (CLEF, 2013)

Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. - Mauricio Villegas; Roberto Paredes; Bart Thomee (CLEF (Working Notes), 2013)

Estimating Point of Regard with a Consumer Camera at a Distance. - Jordi Mansanet; Alberto Albiol; Roberto Paredes; José Manuel Mossi; Antonio Albiol (IbPRIA, 2013)

Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval. - Luca Piras 001; Giorgio Giacinto; Roberto Paredes (ICPRAM, 2013)

On improving robustness of LDA and SRDA by using tangent vectors. - Mauricio Villegas; Roberto Paredes (Pattern Recognit. Lett., 2013)

CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization. - Nicola Ferro 001; Pamela Forner; Henning Müller; Roberto Navigli; Roberto Paredes; Paolo Rosso; Benno Stein 001; Dan Tufis (SIGIR Forum, 2013)

Interactive Image Retrieval Based on Relevance Feedback. - Mauricio Villegas; Luis A. Leiva; Roberto Paredes (Multimodal Interaction in Image and Video Applications, 2013)

ImageCLEF 2014: Overview and Analysis of the Results. - Barbara Caputo; Henning Müller; Jesus Martínez-Gómez; Mauricio Villegas; Burak Acar; Novi Patricia; Neda Barzegar Marvasti; Suzan Üsküdarli; Roberto Paredes; Miguel Cazorla; Ismael García-Varea; Vicente Morell (CLEF, 2014)

Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. - Mauricio Villegas; Roberto Paredes (CLEF (Working Notes), 2014)

Restricted Boltzmann Machines for Gender Classification. - Jordi Mansanet; Alberto Albiol; Roberto Paredes; Mauricio Villegas; Antonio Albiol (ICIAR (1), 2014)

Empirical Evaluation of Different Feature Representations for Social Circles Detection. - Jesús Alonso; Roberto Paredes; Paolo Rosso (IbPRIA, 2015)

Data mapping by Restricted Boltzmann Machines for social circles detection. - Jesús Alonso; Roberto Paredes; Paolo Rosso (IJCNN, 2015)

Mask selective regularization for restricted Boltzmann machines. - Jordi Mansanet; Alberto Albiol; Roberto Paredes; Antonio Albiol (Neurocomputing, 2015)

PRHLT at PR-SOCO: A Regression Model for Predicting Personality Traits from Source Code. - Maite Giménez; Roberto Paredes (FIRE (Working Notes), 2016)

Adversarial Ladder Networks. - Juan Maroñas Molano; Alberto Albiol Colomer; Roberto Paredes Palacios (CoRR, 2016)

LAYERS: Yet another Neural Network toolkit. - Roberto Paredes; José-Miguel Benedí (CoRR, 2016)

SomEMBED: Comprensión del lenguaje en los medios de comunicación social-Representando contextos de forma continua. - Paolo Rosso; Roberto Paredes; Mariona Taulé; M. Antònia Martí (Proces. del Leng. Natural, 2016)

Local Deep Neural Networks for gender recognition. - Jordi Mansanet; Alberto Albiol; Roberto Paredes (Pattern Recognit. Lett., 2016)

Personality Recognition Using Convolutional Neural Networks. - Maite Giménez; Roberto Paredes; Paolo Rosso (CICLing (2), 2017)

Learning Multimodal Gender Profile using Neural Networks. - Carlos Pérez Estruch; Roberto Paredes Palacios; Paolo Rosso (RANLP, 2017)

Feature representation for social circles detection using MAC. - Jesús Alonso; Roberto Paredes; Paolo Rosso (Neural Comput. Appl., 2017)

Foreword to the special issue on pattern recognition and image analysis. - Jaime S. Cardoso 001; Xose Manuel Pardo; Roberto Paredes (Neural Comput. Appl., 2017)

Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid? - Federico Bolelli; Federico Pollastri; Roberto Paredes Palacios (CBMS, 2018)

Improving Skin Lesion Segmentation with Generative Adversarial Networks. - Federico Bolelli; Federico Pollastri; Roberto Paredes Palacios; Costantino Grana (CBMS, 2018)

Generative Models for Deep Learning with Very Scarce Data. - Juan Maroñas Molano; Roberto Paredes; Daniel Ramos 001 (CIARP, 2018)

Empirical Evaluation of Variational Autoencoders for Data Augmentation. - Javier Jorge; Jesús Vieco; Roberto Paredes; Joan-Andreu Sánchez; José-Miguel Benedí (VISIGRAPP (5: VISAPP), 2018)

Passive-Aggressive online learning with nonlinear embeddings. - Javier Jorge; Roberto Paredes (Pattern Recognit., 2018)

End-to-end neural network architecture for fraud scoring in card payments. - Jon Ander Gómez; Juan Arévalo; Roberto Paredes; Jordi Nin (Pattern Recognit. Lett., 2018)

SELENE: Self-Monitored Dependable Platform for High-Performance Safety-Critical Systems. - Carles Hernández 001; José Flich; Roberto Paredes; Charles-Alexis Lefebvre; Imanol Allende; Jaume Abella 001; David Trillin; Martin Matschnig; Bernhard Fischer; Konrad Schwarz; Jan Kiszka; Martin Rönnbäck; et al. (DSD, 2020)

The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications. - Michele Cancilla; Laura Canalini; Federico Bolelli; Stefano Allegretti; Salvador Carrión; Roberto Paredes; Jon Ander Gómez; Simone Leo; Marco Enrico Piras; Luca Pireddu; Asaf Badouh; Santiago Marco-Sola; et al. (ICPR, 2020)

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification. - Federico Pollastri; Juan Maroñas; Federico Bolelli; Giulia Ligabue; Roberto Paredes; Riccardo Magistroni; Costantino Grana (ICPR, 2020)

Deidentifying MRI Data Domain by Iterative Backpropagation. - Mario Parreño; Roberto Paredes; Alberto Albiol (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

Distributed Training on a Highly Heterogeneous HPC System. - José Flich; Carles Hernández 001; Eduardo Quiñones; Roberto Paredes (SAMOS, 2020)

On Calibration of Mixup Training for Deep Neural Networks. - Juan Maroñas; Daniel Ramos 001; Roberto Paredes (S+SSPR, 2020)

Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery. - V. Javier Traver; Roberto Paredes (IEEE Access, 2020)

Improving Calibration in Mixup-trained Deep Neural Networks through Confidence-Based Loss Functions. - Juan Maroñas; Daniel Ramos 001; Roberto Paredes (CoRR, 2020)

Calibration of deep probabilistic models with decoupled bayesian neural networks. - Juan Maroñas; Roberto Paredes; Daniel Ramos 001 (Neurocomputing, 2020)

Augmenting data with GANs to segment melanoma skin lesions. - Federico Pollastri; Federico Bolelli; Roberto Paredes; Costantino Grana (Multim. Tools Appl., 2020)

ICDAR 2021 Competition on Mathematical Formula Detection. - Dan Anitei; Joan-Andreu Sánchez; José Manuel Fuentes; Roberto Paredes; José-Miguel Benedí (ICDAR (4), 2021)

A deep analysis on high-resolution dermoscopic image classification. - Federico Pollastri; Mario Parreño; Juan Maroñas; Federico Bolelli; Roberto Paredes; Daniel Ramos 001; Costantino Grana (IET Comput. Vis., 2021)

The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures. - Marco Aldinucci; David Atienza; Federico Bolelli; Mónica Caballero; Iacopo Colonnelli; José Flich; Jon Ander Gómez; David González; Costantino Grana; Marco Grangetto; Simone Leo; Pedro López 001; et al. (Technologies and Applications for Big Data Value, 2022)

Spanish Lipreading in Realistic Scenarios: the LLEER project. - Carlos David Martínez-Hinarejos; David Gimeno-Gómez; Francisco Casacuberta; Emilio Granell; Roberto Paredes; Moisés Pastor; Enrique Vidal 001 (IberSPEECH, 2022)

Automatic Transcription System for Nutritional Information Charts of Spanish Food Products. - José Manuel Fuentes; Roberto Paredes; Elena Fulladosa; María del Mar Giró; Anna Claret (VISIGRAPP (4: VISAPP), 2022)

Accelerating urban scale simulations leveraging local spatial 3D structure. - Sergio Iserte; Aina Macías; Raúl Martínez-Cuenca; Sergio Chiva; Roberto Paredes; Enrique S. Quintana-Ortí (J. Comput. Sci., 2022)

Lightweight Vision Transformers for Face Verification in the Wild. - Daniel Parres; Roberto Paredes (IbPRIA, 2023)

Fine-Tuning Vision Encoder-Decoder Transformers for Handwriting Text Recognition on Historical Documents. - Daniel Parres; Roberto Paredes (ICDAR (4), 2023)

Speed-Up Pre-trained Vision Encoder-Decoder Transformers by Leveraging Lightweight Mixer Layers for Text Recognition. - Daniel Parres; Dan Anitei; Roberto Paredes; Joan-Andreu Sánchez; José-Miguel Benedí (DAS, 2024)

Handwritten Document Recognition Using Pre-trained Vision Transformers. - Daniel Parres; Dan Anitei; Roberto Paredes (ICDAR (2), 2024)