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Franck Mamalet
Franck Mamalet
Senior Expert in Artificial Intelligence, IRT St Exupery
Adresse e-mail validée de irt-saintexupery.com - Page d'accueil
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Année
Sequential deep learning for human action recognition
M Baccouche, F Mamalet, C Wolf, C Garcia, A Baskurt
Human Behavior Understanding, 29-39, 2011
10932011
Simplifying convnets for fast learning
F Mamalet, C Garcia
Artificial Neural Networks and Machine Learning–ICANN 2012, 58-65, 2012
1682012
Action classification in soccer videos with long short-term memory recurrent neural networks
M Baccouche, F Mamalet, C Wolf, C Garcia, A Baskurt
Artificial Neural Networks–ICANN 2010, 154-159, 2010
1672010
BLSTM-RNN based 3D gesture classification
G Lefebvre, S Berlemont, F Mamalet, C Garcia
International Conference on Artificial Neural Networks, 381-388, 2013
1142013
Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification.
M Baccouche, F Mamalet, C Wolf, C Garcia, A Baskurt
BMVC, 1-12, 2012
1042012
Unsupervised feature learning with winner-takes-all based stdp
P Ferré, F Mamalet, SJ Thorpe
Frontiers in computational neuroscience 12, 24, 2018
812018
Embedded convolutional face finder
S Roux, F Mamalet, C Garcia
Multimedia and Expo, 2006 IEEE International Conference on, 285-288, 2006
652006
EMBEDDED CONVOLUTIONAL FACE FINDER
S Roux, F Mamalet, C Garcia
65*
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
622009
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
482012
ICDAR2015 Competition on Text Image Super-Resolution
C Peyrard, M Baccouche, F Mamalet, C Garcia
Document Analysis and Recognition (ICDAR), 2015 13th International …, 2015
472015
Achieving robustness in classification using optimal transport with hinge regularization
M Serrurier, F Mamalet, A González-Sanz, T Boissin, JM Loubes, ...
arXiv preprint arXiv:2006.06520, 2020
432020
Inertial Gesture Recognition with BLSTM-RNN
G Lefebvre, S Berlemont, F Mamalet, C Garcia
Artificial Neural Networks, 393-410, 2015
402015
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
352014
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
312007
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
30*2022
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
282007
White Paper Machine Learning in Certified Systems
F Mamalet, E Jenn, G Flandin, H Delseny, C Gabreau, A Gauffriau, ...
IRT Saint Exupéry; ANITI, 2021
27*2021
Identifying challenges to the certification of machine learning for safety critical systems
E Jenn, A Albore, F Mamalet, G Flandin, C Gabreau, H Delseny, ...
Proceedings of the 10th European Congress on Embedded Real Time Systems …, 2020
212020
Design of a real-time face detection parallel architecture using high-level synthesis
N Farrugia, F Mamalet, S Roux, F Yang, M Paindavoine
EURASIP Journal on Embedded Systems 2008, 6, 2008
212008
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