César Roberto de Souza
César Roberto de Souza
NAVER LABS Europe
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Jaar
Kernel functions for machine learning applications
CR De Souza
http://crsouza.org, 2010
852010
The Accord.NET Framework
CR De Souza
http://accord-framework.net, 2014
70*2014
Procedural Generation of Videos to Train Deep Action Recognition Networks
CR De Souza, A Gaidon, Y Cabon, AM Lopez Pena
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
612017
Sympathy for the details: Dense trajectories and hybrid classification architectures for action recognition
CR De Souza, A Gaidon, E Vig, AM López
European conference on computer vision, 697-716, 2016
402016
A neural network approach to predicting outcomes in heart failure using cardiopulmonary exercise testing
J Myers, CR De Souza, A Borghi-Silva, M Guazzi, P Chase, D Bensimhon, ...
International journal of cardiology 171 (2), 265-269, 2014
212014
Sign language recognition with support vector machines and hidden conditional random fields: going from fingerspelling to natural articulated words
CR de Souza, EB Pizzolato
International Workshop on Machine Learning and Data Mining in Pattern …, 2013
212013
Neural Network Learning by the Levenberg-Marquardt Algorithm with Bayesian Regularization
C De Souza
Available on URL: http://crsouza.com/2009/11/18/neural-network-learning-by …, 2009
18*2009
A Tutorial on Principal Component Analysis with the Accord.NET Framework
CR De Souza
arXiv preprint arXiv:1210.7463, 2012
142012
R2D2: Reliable and Repeatable Detector and Descriptor
J Revaud, C De Souza, M Humenberger, P Weinzaepfel
Advances in Neural Information Processing Systems, 12405-12415, 2019
13*2019
Fingerspelling Recognition with Support Vector Machines and Hidden Conditional Random Fields
CR De Souza, E Pizzolato, M dos Santos Anjo
Advances in Artificial Intelligence–IBERAMIA 2012, 561-570, 2012
122012
Learning with Average Precision: Training Image Retrieval with a Listwise Loss
J Revaud, J Almazan, RS de Rezende, CR de Souza
International Conference on Computer Vision 2019 (ICCV'19), 2019
92019
Methods and systems for interpretable user behavior profiling in off-street parking
CR De Souza, B Chidlovskii, F Roulland, LRU Paredes
US Patent 10,089,640, 2018
62018
Predicting reintubation, prolonged mechanical ventilation and death in post-coronary artery bypass graft surgery: a comparison between artificial neural networks and logistic …
RG Mendes, CR de Souza, MN Machado, PR Correa, ...
Archives of medical science: AMS 11 (4), 756, 2015
62015
System and method for generating available ride-share paths in a transportation network
LRU Paredes, CR De Souza
US Patent App. 14/963,543, 2017
52017
Automatic image stitching with Accord.NET
C De Souza
52012
A neural network approach to predicting outcomes in heart failure using cardiopulmonary exercise testing
R Arena, JN Myers, CR de Souza, AB Silva, M Guazzi, P Chase, ...
Journal of the American College of Cardiology 61 (10 Supplement), E1415, 2013
42013
Designing and executing multimodal interfaces for the web based on state chart XML
S Feuerstack, JH Colnago, CR De Souza, EB Pizzolato
Proceedings of 3a. Conferência Web W3C Brasil, 2011
42011
Principal component analysis in C#
C Souza
Sept, 2009
42009
Kernel Support Vector Machines for Classification and Regression in C#
C Souza
Retrived from http://crsouza. blogspot. com/2010/04/kernel-support-vector …, 2010
32010
System and method for video classification using a hybrid unsupervised and supervised multi-layer architecture
CR De Souza, A Gaidon, E Vig, AM Lopez
US Patent 9,946,933, 2018
22018
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