Roberto Paredes

According to our database1, Roberto Paredes authored at least 81 papers between 2000 and 2020.

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Bibliography

2020
Augmenting data with GANs to segment melanoma skin lesions.
Multim. Tools Appl., 2020

Calibration of deep probabilistic models with decoupled bayesian neural networks.
Neurocomputing, 2020

Improving Calibration in Mixup-trained Deep Neural Networks through Confidence-Based Loss Functions.
CoRR, 2020

Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery.
IEEE Access, 2020

On Calibration of Mixup Training for Deep Neural Networks.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Distributed Training on a Highly Heterogeneous HPC System.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2020

Deidentifying MRI Data Domain by Iterative Backpropagation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

SELENE: Self-Monitored Dependable Platform for High-Performance Safety-Critical Systems.
Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

2018
End-to-end neural network architecture for fraud scoring in card payments.
Pattern Recognit. Lett., 2018

Passive-Aggressive online learning with nonlinear embeddings.
Pattern Recognit., 2018

Empirical Evaluation of Variational Autoencoders for Data Augmentation.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Generative Models for Deep Learning with Very Scarce Data.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Improving Skin Lesion Segmentation with Generative Adversarial Networks.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Monitoring the Effectiveness of Clinical Guidelines: Is the Recommendation Still Valid?
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017
Foreword to the special issue on pattern recognition and image analysis.
Neural Comput. Appl., 2017

Feature representation for social circles detection using MAC.
Neural Comput. Appl., 2017

Learning Multimodal Gender Profile using Neural Networks.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Personality Recognition Using Convolutional Neural Networks.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
Local Deep Neural Networks for gender recognition.
Pattern Recognit. Lett., 2016

SomEMBED: Comprensión del lenguaje en los medios de comunicación social-Representando contextos de forma continua.
Proces. del Leng. Natural, 2016

LAYERS: Yet another Neural Network toolkit.
CoRR, 2016

Adversarial Ladder Networks.
CoRR, 2016

PRHLT at PR-SOCO: A Regression Model for Predicting Personality Traits from Source Code.
Proceedings of the Working notes of FIRE 2016, 2016

2015
Mask selective regularization for restricted Boltzmann machines.
Neurocomputing, 2015

Data mapping by Restricted Boltzmann Machines for social circles detection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Empirical Evaluation of Different Feature Representations for Social Circles Detection.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Restricted Boltzmann Machines for Gender Classification.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Overview of the ImageCLEF 2014 Scalable Concept Image Annotation Task.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

ImageCLEF 2014: Overview and Analysis of the Results.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

2013
Interactive Image Retrieval Based on Relevance Feedback.
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization.
SIGIR Forum, 2013

On improving robustness of LDA and SRDA by using tangent vectors.
Pattern Recognit. Lett., 2013

Passive-aggressive Online Learning for Relevance Feedback in Content based Image Retrieval.
Proceedings of the ICPRAM 2013, 2013

Estimating Point of Regard with a Consumer Camera at a Distance.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Relevant Clouds: Leveraging Relevance Feedback to Build Tag Clouds for Image Search.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

ImageCLEF 2013: The Vision, the Data and the Open Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012
Enhancing Image Retrieval by an Exploration-Exploitation Approach.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Overview of the ImageCLEF 2012 Scalable Web Image Annotation Task.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
A Hybrid Binarization Technique for Document Images.
Proceedings of the Learning Structure and Schemas from Documents, 2011

Dimensionality reduction by minimizing nearest-neighbor classification error.
Pattern Recognit. Lett., 2011

A relevant image search engine with late fusion: mixing the roles of textual and visual descriptors.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Query refinement suggestion in multimodal image retrieval with relevance feedback.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010
An Evaluation of Video-to-Video Face Verification.
IEEE Trans. Inf. Forensics Secur., 2010

Large-Scale Text to Image Retrieval Using a Bayesian <i>K</i>-Neighborhood Model.
Proceedings of the Structural, 2010

Fusion of Qualities for Frame Selection in Video Face Verification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Bi-modal Handwritten Text Recognition (BiHTR) ICPR 2010 Contest Report.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010


ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

The APP Oracle - An Interactive Student Competition on Pattern Recognition.
Proceedings of the CSEDU 2010 - Proceedings of the Second International Conference on Computer Supported Education, Valencia, Spain, April 7-10, 2010, 2010

2009
Semi-supervised Distance Metric Learning for Visual Object Classification.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

TubeFiler: an automatic web video categorizer.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Fast Discriminative Linear Models for Scalable Video Tagging.
Proceedings of the International Conference on Machine Learning and Applications, 2009


Score Fusion by Maximizing the Area under the ROC Curve.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008
A Probabilistic Model for User Relevance Feedback on Image Retrieval.
Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Learning weighted distances for relevance feedback in image retrieval.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Face verification on color images using local features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Face Recognition in Color Using Complex and Hypercomplex Representations.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006
Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization.
Pattern Recognit., 2006

Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

2005
Comparison of Feature Extraction Methods for Breast Cancer Detection.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

The MORFO3D Foot Database.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004
Local Features for Speaker Recognition.
Proceedings of the Structural, 2004

Learning Prototypes and Distances (LPD). A Prototype Reduction Technique based on Nearest Neighbor Error Minimization.
Proceedings of the 17th International Conference on Pattern Recognition, 2004


Enhancements for Local Feature Based Image Classification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Utterance verification using an optimized k-nearest neighbour classifier.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Comparison of Log-linear Models and Weighted Dissimilarity Measures.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Local Representations for Multi-object Recognition.
Proceedings of the Pattern Recognition, 2003


2002
Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition.
Proceedings of the Structural, 2002

An Evaluation of the WPE Algorithm Using Tangent Distance.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Classification of Medical Images Using local Representations.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

2001
Local Representations and a direct Voting Scheme for Face Recognition.
Proceedings of the Pattern Recognition in Information Systems, 2001

2000
A class-dependent weighted dissimilarity measure for nearest neighbor classification problems.
Pattern Recognit. Lett., 2000

Weighting Prototypes. A New Editing Approach.
Proceedings of the 15th International Conference on Pattern Recognition, 2000


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