Franck Mamalet

According to our database, Franck Mamalet authored at least 31 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How to design a dataset compliant with an ML-based system ODD?

Cyril Cappi, Noémie Cohen, Mélanie Ducoffe, Christophe Gabreau, Laurent Gardes, Adrien Gauffriau, Jean-Brice Ginestet, Franck Mamalet, Vincent Mussot, Claire Pagetti, David Vigouroux

CoRR, 2024

Quantized Approximately Orthogonal Recurrent Neural Networks.

Armand Foucault, Franck Mamalet, François Malgouyres

CoRR, 2024

DP-SGD Without Clipping: The Lipschitz Neural Network Way.

Louis Béthune, Thomas Massena, Thibaut Boissin, Aurélien Bellet, Franck Mamalet, Yannick Prudent, Corentin Friedrich, Mathieu Serrurier, David Vigouroux

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective.

Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks.

El Mehdi Achour, François Malgouyres, Franck Mamalet

J. Mach. Learn. Res., 2022

When adversarial attacks become interpretable counterfactual explanations.

Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin

CoRR, 2022

Object Detection with Probabilistic Guarantees: A Conformal Prediction Approach.

Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sébastien Gerchinovitz, Franck Mamalet, David Vigouroux

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

Pay attention to your loss : understanding misconceptions about Lipschitz neural networks.

Louis Béthune, Thibaut Boissin, Mathieu Serrurier, Franck Mamalet, Corentin Friedrich, Alberto González-Sanz

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

The Many Faces of 1-Lipschitz Neural Networks.

Louis Béthune, Alberto González-Sanz, Franck Mamalet, Mathieu Serrurier

CoRR, 2021

White Paper Machine Learning in Certified Systems.

Hervé Delseny, Christophe Gabreau, Adrien Gauffriau, Bernard Beaudouin, Ludovic Ponsolle, Lucian Alecu, Hugues Bonnin, Brice Beltran, Didier Duchel, Jean-Brice Ginestet, Alexandre Hervieu, Ghilaine Martinez, Sylvain Pasquet, Kevin Delmas, Claire Pagetti, Jean-Marc Gabriel, Camille Chapdelaine, Sylvaine Picard, Mathieu Damour, Cyril Cappi, Laurent Gardès, Florence de Grancey, Eric Jenn, Baptiste Lefèvre, Grégory Flandin, Sébastien Gerchinovitz, Franck Mamalet, Alexandre Albore

CoRR, 2021

Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization.

Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2018

Unsupervised Feature Learning With Winner-Takes-All Based STDP.

Paul Ferré, Franck Mamalet, Simon J. Thorpe

Frontiers Comput. Neurosci., 2018

2015

A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution.

Clément Peyrard, Franck Mamalet, Christophe Garcia

Proceedings of the VISAPP 2015, 2015

ICDAR2015 competition on Text Image Super-Resolution.

Clément Peyrard, Moez Baccouche, Franck Mamalet, Christophe Garcia

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014

Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation.

Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot

Int. J. Document Anal. Recognit., 2014

2013

BLSTM-RNN Based 3D Gesture Classification.

Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012

Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Simplifying ConvNets for Fast Learning.

Franck Mamalet, Christophe Garcia

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Text Recognition in Videos Using a Recurrent Connectionist Approach.

Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Combining Multi-scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR.

Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot

Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the British Machine Vision Conference, 2012

2011

Sequential Deep Learning for Human Action Recognition.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

2010

Embedded facial image processing with Convolutional Neural Networks.

Franck Mamalet, Sébastien Roux, Christophe Garcia

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks.

Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt

Proceedings of the Artificial Neural Networks, 2010

2009

Fast and Robust Face Detection on a Parallel Optimized Architecture Implemented on FPGA.

Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine

IEEE Trans. Circuits Syst. Video Technol., 2009

2008

Design of a Real-Time Face Detection Parallel Architecture Using High-Level Synthesis.

Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine

EURASIP J. Embed. Syst., 2008

2007

Parallel Asynchronous Watershed Algorithm-Architecture.

Bruno Galilée, Franck Mamalet, Marc Renaudin, Pierre-Yves Coulon

IEEE Trans. Parallel Distributed Syst., 2007

Real-Time Video Convolutional Face Finder on Embedded Platforms.

Franck Mamalet, Sébastien Roux, Christophe Garcia

EURASIP J. Embed. Syst., 2007

A Parallel Face Detection System Implemented on FPGA.

Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006

Embedded Convolutional Face Finder.

Sébastien Roux, Franck Mamalet, Christophe Garcia

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2002

Watershed parallel algorithm for asynchronous processors array.

Bruno Galilée, Franck Mamalet, Marc Renaudin, Pierre-Yves Coulon

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002