Roberto Paredes

88 papers A* 2A 2B 8C 4Misc 7Journal 23Unranked 38
YearRankTypeTitle / Venue / Authors
2024 — conf
Handwritten Document Recognition Using Pre-trained Vision Transformers.
ICDAR (2)
Daniel Parres, Dan Anitei, Roberto Paredes
2024 B conf
Speed-Up Pre-trained Vision Encoder-Decoder Transformers by Leveraging Lightweight Mixer Layers for Text Recognition.
DAS
Daniel Parres, Dan Anitei, Roberto Paredes, Joan-Andreu Sánchez, José-Miguel Benedí
2023 — conf
Fine-Tuning Vision Encoder-Decoder Transformers for Handwriting Text Recognition on Historical Documents.
ICDAR (4)
Daniel Parres, Roberto Paredes
2023 Misc conf
Lightweight Vision Transformers for Face Verification in the Wild.
IbPRIA
Daniel Parres, Roberto Paredes
2022 J jnl
Accelerating urban scale simulations leveraging local spatial 3D structure.
J. Comput. Sci.
Sergio Iserte, Aina Macías, Raúl Martínez-Cuenca, Sergio Chiva, Roberto Paredes, Enrique S. Quintana-Ortí
2022 — conf
Automatic Transcription System for Nutritional Information Charts of Spanish Food Products.
VISIGRAPP (4: VISAPP)
José Manuel Fuentes, Roberto Paredes, Elena Fulladosa, María del Mar Giró, Anna Claret
2022 — conf
Spanish Lipreading in Realistic Scenarios: the LLEER project.
IberSPEECH
Carlos David Martínez-Hinarejos, David Gimeno-Gómez, Francisco Casacuberta, Emilio Granell, Roberto Paredes, Moisés Pastor, Enrique Vidal
2022 — ch.
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.
Technologies and Applications for Big Data Value
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, Dana Oniga, Roberto Paredes, Luca Pireddu, Eduardo Quiñones, Tatiana Silva, Enzo Tartaglione, Marina Zapater
2021 J jnl
A deep analysis on high-resolution dermoscopic image classification.
IET Comput. Vis.
Federico Pollastri, Mario Parreño, Juan Maroñas, Federico Bolelli, Roberto Paredes, Daniel Ramos, Costantino Grana
2021 — conf
ICDAR 2021 Competition on Mathematical Formula Detection.
ICDAR (4)
Dan Anitei, Joan-Andreu Sánchez, José Manuel Fuentes, Roberto Paredes, José-Miguel Benedí
2020 J jnl
Augmenting data with GANs to segment melanoma skin lesions.
Multim. Tools Appl.
Federico Pollastri, Federico Bolelli, Roberto Paredes, Costantino Grana
2020 J jnl
Calibration of deep probabilistic models with decoupled bayesian neural networks.
Neurocomputing
Juan Maroñas, Roberto Paredes, Daniel Ramos
2020 B conf
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification.
ICPR
Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana
2020 — conf
Deidentifying MRI Data Domain by Iterative Backpropagation.
M&Ms and EMIDEC/STACOM@MICCAI
Mario Parreño, Roberto Paredes, Alberto Albiol
2020 — conf
Distributed Training on a Highly Heterogeneous HPC System.
SAMOS
José Flich, Carles Hernández, Eduardo Quiñones, Roberto Paredes
2020 J jnl
Improving Calibration in Mixup-trained Deep Neural Networks through Confidence-Based Loss Functions.
CoRR
Juan Maroñas, Daniel Ramos, Roberto Paredes
2020 — conf
On Calibration of Mixup Training for Deep Neural Networks.
S+SSPR
Juan Maroñas, Daniel Ramos, Roberto Paredes
2020 C conf
SELENE: Self-Monitored Dependable Platform for High-Performance Safety-Critical Systems.
DSD
Carles Hernández, José Flich, Roberto Paredes, Charles-Alexis Lefebvre, Imanol Allende, Jaume Abella, David Trillin, Martin Matschnig, Bernhard Fischer, Konrad Schwarz, Jan Kiszka, Martin Rönnbäck, Johan Klockars, Nicholas Mc Guire, Franz Rammerstorfer, Christian Schwarzl, Franck Wartel, Dierk Lüdemann, Mikel Labayen
2020 J jnl
Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery.
IEEE Access
V. Javier Traver, Roberto Paredes
2020 B conf
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications.
ICPR
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, Lluc Alvarez, Miquel Moretó, Costantino Grana
2019 J jnl
Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks.
CoRR
Juan Maroñas, Roberto Paredes, Daniel Ramos
2019 J jnl
Generative Models For Deep Learning with Very Scarce Data.
CoRR
Juan Maroñas Molano, Roberto Paredes, Daniel Ramos
2018 — conf
Empirical Evaluation of Variational Autoencoders for Data Augmentation.
VISIGRAPP (5: VISAPP)
Javier Jorge, Jesús Vieco, Roberto Paredes, Joan-Andreu Sánchez, José-Miguel Benedí
2018 J jnl
End-to-end neural network architecture for fraud scoring in card payments.
Pattern Recognit. Lett.
Jon Ander Gómez, Juan Arévalo, Roberto Paredes, Jordi Nin
2018 C conf
Generative Models for Deep Learning with Very Scarce Data.
CIARP
Juan Maroñas Molano, Roberto Paredes, Daniel Ramos
2018 J jnl
Passive-Aggressive online learning with nonlinear embeddings.
Pattern Recognit.
Javier Jorge, Roberto Paredes
2017 J jnl
Feature representation for social circles detection using MAC.
Neural Comput. Appl.
Jesús Alonso, Roberto Paredes, Paolo Rosso
2017 J jnl
Foreword to the special issue on pattern recognition and image analysis.
Neural Comput. Appl.
Jaime S. Cardoso, Xose Manuel Pardo, Roberto Paredes
2017 — conf
Personality Recognition Using Convolutional Neural Networks.
CICLing (2)
Maite Giménez, Roberto Paredes, Paolo Rosso
2016 J jnl
LAYERS: Yet another Neural Network toolkit.
CoRR
Roberto Paredes, José-Miguel Benedí
2016 J jnl
Local Deep Neural Networks for gender recognition.
Pattern Recognit. Lett.
Jordi Mansanet, Alberto Albiol, Roberto Paredes
2016 — conf
PRHLT at PR-SOCO: A Regression Model for Predicting Personality Traits from Source Code.
FIRE (Working Notes)
Maite Giménez, Roberto Paredes
2016 J jnl
SomEMBED: Comprensión del lenguaje en los medios de comunicación social-Representando contextos de forma continua.
Proces. del Leng. Natural
Paolo Rosso, Roberto Paredes, Mariona Taulé, M. Antònia Martí
2015 B conf
Data mapping by Restricted Boltzmann Machines for social circles detection.
IJCNN
Jesús Alonso, Roberto Paredes, Paolo Rosso
2015 Misc conf
Empirical Evaluation of Different Feature Representations for Social Circles Detection.
IbPRIA
Jesús Alonso, Roberto Paredes, Paolo Rosso
2015 J jnl
Mask selective regularization for restricted Boltzmann machines.
Neurocomputing
Jordi Mansanet, Alberto Albiol, Roberto Paredes, Antonio Albiol
2015 Misc ed.
Pattern Recognition and Image Analysis - 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015, Proceedings
IbPRIA
Roberto Paredes, Jaime S. Cardoso, Xosé M. Pardo
2014 — conf
ImageCLEF 2014: Overview and Analysis of the Results.
CLEF
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
2014 — conf
Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task.
CLEF (Working Notes)
Mauricio Villegas, Roberto Paredes
2014 — conf
Restricted Boltzmann Machines for Gender Classification.
ICIAR (1)
Jordi Mansanet, Alberto Albiol, Roberto Paredes, Mauricio Villegas, Antonio Albiol
2013 J jnl
CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization.
SIGIR Forum
Nicola Ferro, Pamela Forner, Henning Müller, Roberto Navigli, Roberto Paredes, Paolo Rosso, Benno Stein, Dan Tufis
2013 Misc conf
Estimating Point of Regard with a Consumer Camera at a Distance.
IbPRIA
Jordi Mansanet, Alberto Albiol, Roberto Paredes, José Manuel Mossi, Antonio Albiol
2013 — conf
ImageCLEF 2013: The Vision, the Data and the Open Challenges.
CLEF
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
2013 — ed.
Information Access Evaluation. Multilinguality, Multimodality, and Visualization - 4th International Conference of the CLEF Initiative, CLEF 2013, Valencia, Spain, September 23-26, 2013. Proceedings
CLEF
Pamela Forner, Henning Müller, Roberto Paredes, Paolo Rosso, Benno Stein
2013 — ch.
Interactive Image Retrieval Based on Relevance Feedback.
Multimodal Interaction in Image and Video Applications
Mauricio Villegas, Luis A. Leiva, Roberto Paredes
2013 J jnl
On improving robustness of LDA and SRDA by using tangent vectors.
Pattern Recognit. Lett.
Mauricio Villegas, Roberto Paredes
2013 — conf
Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask.
CLEF (Working Notes)
Mauricio Villegas, Roberto Paredes, Bart Thomee
2013 C conf
Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval.
ICPRAM
Luca Piras, Giorgio Giacinto, Roberto Paredes
2013 — conf
Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search.
CLEF
Luis A. Leiva, Mauricio Villegas, Roberto Paredes
2012 — conf
Enhancing Image Retrieval by an Exploration-Exploitation Approach.
MLDM
Luca Piras, Giorgio Giacinto, Roberto Paredes
2012 — conf
Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task.
CLEF (Online Working Notes/Labs/Workshop)
Mauricio Villegas, Roberto Paredes
2011 — ch.
A Hybrid Binarization Technique for Document Images.
Learning Structure and Schemas from Documents
Sokratis Vavilis, Ergina Kavallieratou, Roberto Paredes, Kostas Sotiropoulos
2011 A conf
A relevant image search engine with late fusion: mixing the roles of textual and visual descriptors.
IUI
Franco M. Segarra, Luis A. Leiva, Roberto Paredes
2011 J jnl
Dimensionality reduction by minimizing nearest-neighbor classification error.
Pattern Recognit. Lett.
Mauricio Villegas, Roberto Paredes
2011 Misc conf
On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor.
IbPRIA
Roberto Paredes, Mark A. Girolami
2011 B conf
Query refinement suggestion in multimodal image retrieval with relevance feedback.
ICMI
Luis A. Leiva, Mauricio Villegas, Roberto Paredes
2010 J jnl
An Evaluation of Video-to-Video Face Verification.
IEEE Trans. Inf. Forensics Secur.
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, Hui Fang, Nicholas Costen
2010 — conf
Bi-modal Handwritten Text Recognition (BiHTR) ICPR 2010 Contest Report.
ICPR Contests
Moisés Pastor, Roberto Paredes
2010 B conf
Fusion of Qualities for Frame Selection in Video Face Verification.
ICPR
Mauricio Villegas, Roberto Paredes
2010 B conf
ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms.
ICFHR
Roberto Paredes, Ergina Kavallieratou, Rafael Dueire Lins
2010 — conf
Large-Scale Text to Image Retrieval Using a Bayesian
SSPR/SPR
Roberto Paredes
2010 — conf
On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation.
ICPR Contests
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, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes
2010 — conf
The APP Oracle - An Interactive Student Competition on Pattern Recognition.
CSEDU (2)
Alfons Juan, Jesús Andrés-Ferrer, Adrià Giménez, Jorge Civera, Roberto Paredes, Enrique Vidal
2009 — conf
Face Video Competition.
ICB
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, Hui Fang, Nicholas Costen
2009 C conf
Fast Discriminative Linear Models for Scalable Video Tagging.
ICMLA
Roberto Paredes, Adrian Ulges, Thomas M. Breuel
2009 Misc conf
Score Fusion by Maximizing the Area under the ROC Curve.
IbPRIA
Mauricio Villegas, Roberto Paredes
2009 — conf
Semi-supervised Distance Metric Learning for Visual Object Classification.
VISAPP (1)
Hakan Cevikalp, Roberto Paredes
2009 A* conf
TubeFiler: an automatic web video categorizer.
ACM Multimedia
Damian Borth, Jörn Hees, Markus Koch, Adrian Ulges, Christian Schulze, Thomas M. Breuel, Roberto Paredes
2008 — conf
A Probabilistic Model for User Relevance Feedback on Image Retrieval.
MLMI
Roberto Paredes, Thomas Deselaers, Enrique Vidal
2008 — conf
Face verification on color images using local features.
CVPR Workshops
Mauricio Villegas, Roberto Paredes, Alfons Juan, Enrique Vidal
2008 B conf
Learning weighted distances for relevance feedback in image retrieval.
ICPR
Thomas Deselaers, Roberto Paredes, Enrique Vidal, Hermann Ney
2008 A* conf
Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification.
CVPR
Mauricio Villegas, Roberto Paredes
2007 — conf
Face Recognition in Color Using Complex and Hypercomplex Representations.
IbPRIA (1)
Mauricio Villegas, Roberto Paredes
2006 J jnl
Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error.
IEEE Trans. Pattern Anal. Mach. Intell.
Roberto Paredes, Enrique Vidal
2006 J jnl
Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization.
Pattern Recognit.
Roberto Paredes, Enrique Vidal
2005 — conf
Comparison of Feature Extraction Methods for Breast Cancer Detection.
IbPRIA (2)
Rafael Llobet, Roberto Paredes, Juan-Carlos Perez-Cortes
2005 — conf
The MORFO3D Foot Database.
IbPRIA (2)
José García-Hernández, Stella Heras, Alfons Juan, Roberto Paredes, Beatriz Nácher, Sandra Alemany, Enrique Alcántara, Juan Carlos González
2004 — conf
Enhancements for Local Feature Based Image Classification.
ICPR (1)
Tobias Kölsch, Daniel Keysers, Hermann Ney, Roberto Paredes
2004 — conf
Learning Prototypes and Distances (LPD). A Prototype Reduction Technique based on Nearest Neighbor Error Minimization.
ICPR (3)
Roberto Paredes, Enrique Vidal
2004 — conf
Local Features for Speaker Recognition.
SSPR/SPR
Roberto Paredes, Enrique Vidal, Francisco Casacuberta
2003 Misc conf
Comparison of Log-linear Models and Weighted Dissimilarity Measures.
IbPRIA
Daniel Keysers, Roberto Paredes, Enrique Vidal, Hermann Ney
2003 — conf
Face Verification Competition on the XM2VTS Database.
AVBPA
Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, Faik Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Jeremy Mavity
2003 — conf
Local Representations for Multi-object Recognition.
DAGM-Symposium
Thomas Deselaers, Daniel Keysers, Roberto Paredes, Enrique Vidal, Hermann Ney
2003 A conf
Utterance verification using an optimized k-nearest neighbour classifier.
INTERSPEECH
Roberto Paredes, Alberto Sanchís, Enrique Vidal, Alfons Juan
2002 — conf
Classification of Medical Images Using local Representations.
Bildverarbeitung für die Medizin
Roberto Paredes, Daniel Keysers, Thomas Martin Lehmann, Berthold B. Wein, Hermann Ney, Enrique Vidal
2002 — conf
Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition.
SSPR/SPR
Daniel Keysers, Roberto Paredes, Hermann Ney, Enrique Vidal
2001 — conf
Local Representations and a direct Voting Scheme for Face Recognition.
PRIS
Roberto Paredes, Juan-Carlos Perez-Cortes, Alfons Juan, Enrique Vidal
2000 J jnl
A class-dependent weighted dissimilarity measure for nearest neighbor classification problems.
Pattern Recognit. Lett.
Roberto Paredes, Enrique Vidal