| R2d2: Reliable and repeatable detector and descriptor J Revaud, C De Souza, M Humenberger, P Weinzaepfel Advances in neural information processing systems 32, 2019 | 584* | 2019 |
| 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 | 341 | 2019 |
| Kernel functions for machine learning applications CR De Souza http://crsouza.org, 2010 | 162 | 2010 |
| 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 | 125 | 2017 |
| The Accord.NET Framework CR De Souza http://accord-framework.net, 2014 | 111* | 2014 |
| Sympathy for the details: Dense trajectories and hybrid classification architectures for action recognition CR De Souza, A Gaidon, E Vig, AM López Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016 | 55 | 2016 |
| Robust image retrieval-based visual localization using kapture M Humenberger, Y Cabon, N Guerin, J Morat, V Leroy, J Revaud, ... arXiv preprint arXiv:2007.13867, 2020 | 52 | 2020 |
| 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 | 47 | 2014 |
| Sign language recognition with support vector machines and hidden conditional random fields: going from fingerspelling to natural articulated words CR de Souza, EB Pizzolato Machine Learning and Data Mining in Pattern Recognition: 9th International …, 2013 | 34 | 2013 |
| 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 | 32 | 2017 |
| 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 | 28* | 2009 |
| A Tutorial on Principal Component Analysis with the Accord.NET Framework CR De Souza arXiv preprint arXiv:1210.7463, 2012 | 25 | 2012 |
| Generating human action videos by coupling 3d game engines and probabilistic graphical models CR De Souza, A Gaidon, Y Cabon, N Murray, AM López International Journal of Computer Vision 128 (5), 1505-1536, 2020 | 17 | 2020 |
| 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 | 17 | 2018 |
| 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 11 (4), 756-763, 2015 | 17 | 2015 |
| Method and system for simulating users in the context of a parking lot based on the automatic learning of a user choice decision function from historical data considering … CR De Souza, F Roulland, V Ciriza US Patent 9,576,250, 2017 | 16 | 2017 |
| 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 | 13* | 2012 |
| 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 | 11 | 2018 |
| Training a convolutional neural network for image retrieval with a listwise ranking loss function J Revaud, J Almazan, C De Souza, RS De Rezende US Patent 11,521,072, 2022 | 9 | 2022 |
| R2d2: Reliable and repeatable detectors and descriptors for joint sparse keypoint detection and local feature extraction J Revaud, P Weinzaepfel, C De Souza, N Pion, G Csurka, Y Cabon, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 6 | 2019 |
Jerome RevaudResearch Scientist, Naver Labs EuropeVerified email at naverlabs.com
