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ORCIDRoberto Paredes
Roberto Paredes Palacios
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- affiliation: Polytechnic University of Valencia, Spain
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2020 – today
- 2024
[c66]Daniel Parres
, Dan Anitei, Roberto Paredes, Joan-Andreu Sánchez, José-Miguel Benedí:
Speed-Up Pre-trained Vision Encoder-Decoder Transformers by Leveraging Lightweight Mixer Layers for Text Recognition. DAS 2024: 277-294- [c65]Daniel Parres, Dan Anitei, Roberto Paredes:
Handwritten Document Recognition Using Pre-trained Vision Transformers. ICDAR (2) 2024: 173-190 - 2023
- [c64]Daniel Parres, Roberto Paredes:
Lightweight Vision Transformers for Face Verification in the Wild. IbPRIA 2023: 414-425 - [c63]Daniel Parres, Roberto Paredes:
Fine-Tuning Vision Encoder-Decoder Transformers for Handwriting Text Recognition on Historical Documents. ICDAR (4) 2023: 253-268 - 2022
- [j19]Sergio Iserte, Aina Macías, Raúl Martínez-Cuenca, Sergio Chiva, Roberto Paredes, Enrique S. Quintana-Ortí:
Accelerating urban scale simulations leveraging local spatial 3D structure. J. Comput. Sci. 62: 101741 (2022) - [c62]Carlos David Martínez-Hinarejos, David Gimeno-Gómez, Francisco Casacuberta, Emilio Granell, Roberto Paredes, Moisés Pastor, Enrique Vidal:
Spanish Lipreading in Realistic Scenarios: the LLEER project. IberSPEECH 2022: 241-245 - [c61]José Manuel Fuentes, Roberto Paredes, Elena Fulladosa, María del Mar Giró, Anna Claret:
Automatic Transcription System for Nutritional Information Charts of Spanish Food Products. VISIGRAPP (4: VISAPP) 2022: 411-418 - [p3]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:
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 2022: 183-202 - 2021
- [j18]Federico Pollastri, Mario Parreño, Juan Maroñas, Federico Bolelli, Roberto Paredes, Daniel Ramos, Costantino Grana:
A deep analysis on high-resolution dermoscopic image classification. IET Comput. Vis. 15(7): 514-526 (2021) - [c60]Dan Anitei, Joan-Andreu Sánchez, José Manuel Fuentes, Roberto Paredes, José-Miguel Benedí:
ICDAR 2021 Competition on Mathematical Formula Detection. ICDAR (4) 2021: 783-795 - 2020
- [j17]V. Javier Traver, Roberto Paredes:
Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery. IEEE Access 8: 149122-149132 (2020) - [j16]Juan Maroñas, Roberto Paredes, Daniel Ramos:
Calibration of deep probabilistic models with decoupled bayesian neural networks. Neurocomputing 407: 194-205 (2020) - [j15]Federico Pollastri, Federico Bolelli, Roberto Paredes, Costantino Grana:
Augmenting data with GANs to segment melanoma skin lesions. Multim. Tools Appl. 79(21-22): 15575-15592 (2020) - [c59]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:
SELENE: Self-Monitored Dependable Platform for High-Performance Safety-Critical Systems. DSD 2020: 370-377 - [c58]Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana:
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification. ICPR 2020: 1298-1305 - [c57]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:
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications. ICPR 2020: 9881-9888 - [c56]Mario Parreño, Roberto Paredes, Alberto Albiol:
Deidentifying MRI Data Domain by Iterative Backpropagation. M&Ms and EMIDEC/STACOM@MICCAI 2020: 277-286 - [c55]José Flich, Carles Hernández, Eduardo Quiñones, Roberto Paredes:
Distributed Training on a Highly Heterogeneous HPC System. SAMOS 2020: 359-370 - [c54]Juan Maroñas, Daniel Ramos, Roberto Paredes:
On Calibration of Mixup Training for Deep Neural Networks. S+SSPR 2020: 67-76 - [i5]Juan Maroñas, Daniel Ramos, Roberto Paredes:
Improving Calibration in Mixup-trained Deep Neural Networks through Confidence-Based Loss Functions. CoRR abs/2003.09946 (2020)
2010 – 2019
- 2019
- [i4]Juan Maroñas Molano, Roberto Paredes, Daniel Ramos:
Generative Models For Deep Learning with Very Scarce Data. CoRR abs/1903.09030 (2019) - [i3]Juan Maroñas, Roberto Paredes, Daniel Ramos:
Calibration of Deep Probabilistic Models with Decoupled Bayesian Neural Networks. CoRR abs/1908.08972 (2019) - 2018
- [j14]Javier Jorge, Roberto Paredes:
Passive-Aggressive online learning with nonlinear embeddings. Pattern Recognit. 79: 162-171 (2018) - [j13]Jon Ander Gómez, Juan Arévalo, Roberto Paredes, Jordi Nin:
End-to-end neural network architecture for fraud scoring in card payments. Pattern Recognit. Lett. 105: 175-181 (2018) - [c53]Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios:
Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid? CBMS 2018: 304-309 - [c52]Federico Bolelli, Federico Pollastri, Roberto Paredes Palacios, Costantino Grana:
Improving Skin Lesion Segmentation with Generative Adversarial Networks. CBMS 2018: 442-443 - [c51]Juan Maroñas Molano, Roberto Paredes, Daniel Ramos:
Generative Models for Deep Learning with Very Scarce Data. CIARP 2018: 20-28 - [c50]Javier Jorge, Jesús Vieco, Roberto Paredes, Joan-Andreu Sánchez, José-Miguel Benedí:
Empirical Evaluation of Variational Autoencoders for Data Augmentation. VISIGRAPP (5: VISAPP) 2018: 96-104 - 2017
- [j12]Jaime S. Cardoso, Xose Manuel Pardo, Roberto Paredes:
Foreword to the special issue on pattern recognition and image analysis. Neural Comput. Appl. 28(9): 2371-2372 (2017) - [j11]Jesús Alonso, Roberto Paredes, Paolo Rosso:
Feature representation for social circles detection using MAC. Neural Comput. Appl. 28(9): 2395-2402 (2017) - [c49]Maite Giménez, Roberto Paredes, Paolo Rosso:
Personality Recognition Using Convolutional Neural Networks. CICLing (2) 2017: 313-323 - [c48]Carlos Pérez Estruch, Roberto Paredes Palacios, Paolo Rosso:
Learning Multimodal Gender Profile using Neural Networks. RANLP 2017: 577-582 - 2016
- [j10]Paolo Rosso, Roberto Paredes, Mariona Taulé, M. Antònia Martí:
SomEMBED: Comprensión del lenguaje en los medios de comunicación social-Representando contextos de forma continua. Proces. del Leng. Natural 57: 143-146 (2016) - [j9]Jordi Mansanet, Alberto Albiol, Roberto Paredes:
Local Deep Neural Networks for gender recognition. Pattern Recognit. Lett. 70: 80-86 (2016) - [c47]Maite Giménez, Roberto Paredes:
PRHLT at PR-SOCO: A Regression Model for Predicting Personality Traits from Source Code. FIRE (Working Notes) 2016: 38-42 - [i2]Roberto Paredes, José-Miguel Benedí:
LAYERS: Yet another Neural Network toolkit. CoRR abs/1610.01430 (2016) - [i1]Juan Maroñas Molano, Alberto Albiol Colomer, Roberto Paredes Palacios:
Adversarial Ladder Networks. CoRR abs/1611.02320 (2016) - 2015
- [j8]Jordi Mansanet, Alberto Albiol, Roberto Paredes, Antonio Albiol:
Mask selective regularization for restricted Boltzmann machines. Neurocomputing 165: 375-383 (2015) - [c46]Jesús Alonso, Roberto Paredes, Paolo Rosso:
Empirical Evaluation of Different Feature Representations for Social Circles Detection. IbPRIA 2015: 31-38 - [c45]Jesús Alonso, Roberto Paredes, Paolo Rosso:
Data mapping by Restricted Boltzmann Machines for social circles detection. IJCNN 2015: 1-7 - [e2]Roberto Paredes, Jaime S. Cardoso, Xosé M. Pardo:
Pattern Recognition and Image Analysis - 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015, Proceedings. Lecture Notes in Computer Science 9117, Springer 2015, ISBN 978-3-319-19389-2 [contents] - 2014
- [c44]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:
ImageCLEF 2014: Overview and Analysis of the Results. CLEF 2014: 192-211 - [c43]Mauricio Villegas, Roberto Paredes:
Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task. CLEF (Working Notes) 2014: 308-328 - [c42]Jordi Mansanet, Alberto Albiol, Roberto Paredes, Mauricio Villegas, Antonio Albiol:
Restricted Boltzmann Machines for Gender Classification. ICIAR (1) 2014: 274-281 - 2013
- [j7]Mauricio Villegas, Roberto Paredes:
On improving robustness of LDA and SRDA by using tangent vectors. Pattern Recognit. Lett. 34(9): 1094-1100 (2013) - [j6]Nicola Ferro, Pamela Forner, Henning Müller, Roberto Navigli, Roberto Paredes, Paolo Rosso, Benno Stein, Dan Tufis:
CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization. SIGIR Forum 47(2): 15-20 (2013) - [c41]Luis A. Leiva, Mauricio Villegas, Roberto Paredes:
Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search. CLEF 2013: 143-149 - [c40]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:
ImageCLEF 2013: The Vision, the Data and the Open Challenges. CLEF 2013: 250-268 - [c39]Mauricio Villegas, Roberto Paredes, Bart Thomee:
Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. CLEF (Working Notes) 2013 - [c38]Jordi Mansanet, Alberto Albiol, Roberto Paredes, José Manuel Mossi, Antonio Albiol:
Estimating Point of Regard with a Consumer Camera at a Distance. IbPRIA 2013: 881-888 - [c37]Luca Piras, Giorgio Giacinto, Roberto Paredes:
Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval. ICPRAM 2013: 182-187 - [p2]Mauricio Villegas, Luis A. Leiva, Roberto Paredes:
Interactive Image Retrieval Based on Relevance Feedback. Multimodal Interaction in Image and Video Applications 2013: 83-109 - [e1]Pamela Forner, Henning Müller, Roberto Paredes, Paolo Rosso, Benno Stein:
Information Access Evaluation. Multilinguality, Multimodality, and Visualization - 4th International Conference of the CLEF Initiative, CLEF 2013, Valencia, Spain, September 23-26, 2013. Proceedings. Lecture Notes in Computer Science 8138, Springer 2013, ISBN 978-3-642-40801-4 [contents] - 2012
- [c36]Mauricio Villegas, Roberto Paredes:
Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c35]Luca Piras, Giorgio Giacinto, Roberto Paredes:
Enhancing Image Retrieval by an Exploration-Exploitation Approach. MLDM 2012: 355-365 - 2011
- [j5]Mauricio Villegas, Roberto Paredes:
Dimensionality reduction by minimizing nearest-neighbor classification error. Pattern Recognit. Lett. 32(4): 633-639 (2011) - [c34]Roberto Paredes, Mark A. Girolami:
On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor. IbPRIA 2011: 265-272 - [c33]Luis A. Leiva, Mauricio Villegas, Roberto Paredes:
Query refinement suggestion in multimodal image retrieval with relevance feedback. ICMI 2011: 311-314 - [c32]Franco M. Segarra, Luis A. Leiva, Roberto Paredes:
A relevant image search engine with late fusion: mixing the roles of textual and visual descriptors. IUI 2011: 455-456 - [p1]Sokratis Vavilis, Ergina Kavallieratou, Roberto Paredes, Kostas Sotiropoulos:
A Hybrid Binarization Technique for Document Images. Learning Structure and Schemas from Documents 2011: 165-179 - 2010
- [j4]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:
An Evaluation of Video-to-Video Face Verification. IEEE Trans. Inf. Forensics Secur. 5(4): 781-801 (2010) - [c31]Alfons Juan, Jesús Andrés-Ferrer, Adrià Giménez, Jorge Civera, Roberto Paredes, Enrique Vidal:
The APP Oracle - An Interactive Student Competition on Pattern Recognition. CSEDU (2) 2010: 385-388 - [c30]Roberto Paredes, Ergina Kavallieratou, Rafael Dueire Lins:
ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms. ICFHR 2010: 733-736 - [c29]Moisés Pastor, Roberto Paredes:
Bi-modal Handwritten Text Recognition (BiHTR) ICPR 2010 Contest Report. ICPR Contests 2010: 1-13 - [c28]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:
On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. ICPR Contests 2010: 210-225 - [c27]Mauricio Villegas, Roberto Paredes:
Fusion of Qualities for Frame Selection in Video Face Verification. ICPR 2010: 1302-1305 - [c26]Roberto Paredes:
Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model. SSPR/SPR 2010: 483-492
2000 – 2009
- 2009
- [c25]Mauricio Villegas, Roberto Paredes:
Score Fusion by Maximizing the Area under the ROC Curve. IbPRIA 2009: 473-480 - [c24]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:
Face Video Competition. ICB 2009: 715-724 - [c23]Roberto Paredes, Adrian Ulges, Thomas M. Breuel:
Fast Discriminative Linear Models for Scalable Video Tagging. ICMLA 2009: 571-576 - [c22]Damian Borth, Jörn Hees, Markus Koch, Adrian Ulges, Christian Schulze, Thomas M. Breuel, Roberto Paredes:
TubeFiler: an automatic web video categorizer. ACM Multimedia 2009: 1111-1112 - [c21]Hakan Cevikalp, Roberto Paredes:
Semi-supervised Distance Metric Learning for Visual Object Classification. VISAPP (1) 2009: 315-322 - 2008
- [c20]Mauricio Villegas, Roberto Paredes:
Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification. CVPR 2008 - [c19]Mauricio Villegas, Roberto Paredes, Alfons Juan, Enrique Vidal:
Face verification on color images using local features. CVPR Workshops 2008: 1-6 - [c18]Thomas Deselaers, Roberto Paredes, Enrique Vidal, Hermann Ney:
Learning weighted distances for relevance feedback in image retrieval. ICPR 2008: 1-4 - [c17]Roberto Paredes, Thomas Deselaers, Enrique Vidal:
A Probabilistic Model for User Relevance Feedback on Image Retrieval. MLMI 2008: 260-271 - 2007
- [c16]Mauricio Villegas, Roberto Paredes:
Face Recognition in Color Using Complex and Hypercomplex Representations. IbPRIA (1) 2007: 217-224 - 2006
- [j3]Roberto Paredes, Enrique Vidal:
Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error. IEEE Trans. Pattern Anal. Mach. Intell. 28(7): 1100-1110 (2006) - [j2]Roberto Paredes, Enrique Vidal:
Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization. Pattern Recognit. 39(2): 180-188 (2006) - 2005
- [c15]Rafael Llobet, Roberto Paredes, Juan-Carlos Perez-Cortes:
Comparison of Feature Extraction Methods for Breast Cancer Detection. IbPRIA (2) 2005: 495-502 - [c14]José García-Hernández, Stella Heras, Alfons Juan, Roberto Paredes, Beatriz Nácher, Sandra Alemany, Enrique Alcántara, Juan Carlos González:
The MORFO3D Foot Database. IbPRIA (2) 2005: 658-665 - 2004
- [c13]Tobias Kölsch, Daniel Keysers, Hermann Ney, Roberto Paredes:
Enhancements for Local Feature Based Image Classification. ICPR (1) 2004: 248-251 - [c12]Roberto Paredes, Enrique Vidal:
Learning Prototypes and Distances (LPD). A Prototype Reduction Technique based on Nearest Neighbor Error Minimization. ICPR (3) 2004: 442-445 - [c11]Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez:
Face Authentication Test on the BANCA Database. ICPR (4) 2004: 523-532 - [c10]Roberto Paredes, Enrique Vidal, Francisco Casacuberta:
Local Features for Speaker Recognition. SSPR/SPR 2004: 1087-1095 - 2003
- [c9]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:
Face Verification Competition on the XM2VTS Database. AVBPA 2003: 964-974 - [c8]Thomas Deselaers, Daniel Keysers, Roberto Paredes, Enrique Vidal, Hermann Ney:
Local Representations for Multi-object Recognition. DAGM-Symposium 2003: 305-312 - [c7]Daniel Keysers, Roberto Paredes, Enrique Vidal, Hermann Ney:
Comparison of Log-linear Models and Weighted Dissimilarity Measures. IbPRIA 2003: 370-377 - [c6]Roberto Paredes, Alberto Sanchís, Enrique Vidal, Alfons Juan:
Utterance verification using an optimized k-nearest neighbour classifier. INTERSPEECH 2003: 2745-2748 - 2002
- [c5]Roberto Paredes, Daniel Keysers, Thomas Martin Lehmann, Berthold B. Wein, Hermann Ney, Enrique Vidal:
Classification of Medical Images Using local Representations. Bildverarbeitung für die Medizin 2002: 171-174 - [c4]Roberto Paredes Palacios, Enrique Vidal, Daniel Keysers:
An Evaluation of the WPE Algorithm Using Tangent Distance. ICPR (4) 2002: 48-51 - [c3]Daniel Keysers, Roberto Paredes, Hermann Ney, Enrique Vidal:
Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition. SSPR/SPR 2002: 538-547 - 2001
- [c2]Roberto Paredes, Juan-Carlos Perez-Cortes, Alfons Juan, Enrique Vidal:
Local Representations and a direct Voting Scheme for Face Recognition. PRIS 2001: 71-79 - 2000
- [j1]Roberto Paredes, Enrique Vidal:
A class-dependent weighted dissimilarity measure for nearest neighbor classification problems. Pattern Recognit. Lett. 21(12): 1027-1036 (2000) - [c1]Roberto Paredes Palacios, Enrique Vidal-Ruiz:
Weighting Prototypes. A New Editing Approach. ICPR 2000: 2025-2028
Coauthor Index
Enrique Vidal 0001
aka: Enrique Vidal-Ruiz
aka: Enrique Vidal-Ruiz
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