| Sequential deep learning for human action recognition M Baccouche, F Mamalet, C Wolf, C Garcia, A Baskurt Human Behavior Understanding, 29-39, 2011 | 1120 | 2011 |
| Simplifying convnets for fast learning F Mamalet, C Garcia International Conference on Artificial Neural Networks, 58-65, 2012 | 177 | 2012 |
| Action classification in soccer videos with long short-term memory recurrent neural networks M Baccouche, F Mamalet, C Wolf, C Garcia, A Baskurt International Conference on Artificial Neural Networks, 154-159, 2010 | 169 | 2010 |
| BLSTM-RNN based 3D gesture classification G Lefebvre, S Berlemont, F Mamalet, C Garcia International Conference on Artificial Neural Networks, 381-388, 2013 | 119 | 2013 |
| Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. M Baccouche, F Mamalet, C Wolf, C Garcia, A Baskurt BMVC, 1-12, 2012 | 106 | 2012 |
| Unsupervised feature learning with winner-takes-all based stdp P Ferré, F Mamalet, SJ Thorpe Frontiers in computational neuroscience 12, 24, 2018 | 93 | 2018 |
| Embedded convolutional face finder S Roux, F Mamalet, C Garcia Multimedia and Expo, 2006 IEEE International Conference on, 285-288, 2006 | 66 | 2006 |
| EMBEDDED CONVOLUTIONAL FACE FINDER S Roux, F Mamalet, C Garcia | 66* | |
| Fast and robust face detection on a parallel optimized architecture implemented on FPGA N Farrugia, F Mamalet, S Roux, F Yang, M Paindavoine IEEE Transactions on Circuits and Systems for Video Technology 19 (4), 597-602, 2009 | 62 | 2009 |
| Achieving robustness in classification using optimal transport with hinge regularization M Serrurier, F Mamalet, A González-Sanz, T Boissin, JM Loubes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 56 | 2021 |
| ICDAR2015 Competition on Text Image Super-Resolution C Peyrard, M Baccouche, F Mamalet, C Garcia Document Analysis and Recognition (ICDAR), 2015 13th International …, 2015 | 55 | 2015 |
| Combining multi-scale character recognition and linguistic knowledge for natural scene text OCR K Elagouni, C Garcia, F Mamalet, P Sébillot Document Analysis Systems (DAS), 2012 10th IAPR International Workshop on …, 2012 | 50 | 2012 |
| White Paper Machine Learning in Certified Systems F Mamalet, E Jenn, G Flandin, H Delseny, C Gabreau, A Gauffriau, ... IRT Saint Exupéry; ANITI, 2021 | 42* | 2021 |
| Pay attention to your loss: understanding misconceptions about lipschitz neural networks L Béthune, T Boissin, M Serrurier, F Mamalet, C Friedrich, ... Advances in Neural Information Processing Systems 35, 20077-20091, 2022 | 41* | 2022 |
| Inertial Gesture Recognition with BLSTM-RNN G Lefebvre, S Berlemont, F Mamalet, C Garcia Artificial Neural Networks, 393-410, 2015 | 41 | 2015 |
| Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation K Elagouni, C Garcia, F Mamalet, P Sébillot International Journal on Document Analysis and Recognition (IJDAR) 17 (1), 19-31, 2014 | 38 | 2014 |
| Parallel asynchronous watershed algorithm-architecture B Galilee, F Mamalet, M Renaudin, PY Coulon IEEE Transactions on Parallel and Distributed Systems 18 (1), 44-56, 2007 | 30 | 2007 |
| Real-time video convolutional face finder on embedded platforms F Mamalet, S Roux, C Garcia EURASIP Journal on Embedded Systems 2007 (1), 1-8, 2007 | 28 | 2007 |
| Identifying challenges to the certification of machine learning for safety critical systems E Jenn, A Albore, F Mamalet, G Flandin, C Gabreau, H Delseny, ... European congress on embedded real time systems (ERTS 2020), 2020 | 25 | 2020 |
| A comparison between multi-layer perceptrons and convolutional neural networks for text image super-resolution C Peyrard, F Mamalet, C Garcia International Conference on Computer Vision Theory and Applications 2, 84-91, 2015 | 21 | 2015 |
