Franck Mamalet

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 17

Top Topics

Unsupervised Feature Learning

Conformal Prediction

Top Venues

SAFECOMP Workshops

Publications

Louis Béthune, Thomas Massena, Thibaut Boissin, Aurélien Bellet, Franck Mamalet, Yannick Prudent, Corentin Friedrich, Mathieu Serrurier, David Vigouroux
DP-SGD Without Clipping: The Lipschitz Neural Network Way. ICLR (2024)
Cyril Cappi, Noémie Cohen, Mélanie Ducoffe, Christophe Gabreau, Laurent Gardes, Adrien Gauffriau, Jean-Brice Ginestet, Franck Mamalet, Vincent Mussot, Claire Pagetti, David Vigouroux
How to design a dataset compliant with an ML-based system ODD? CoRR (2024)
Armand Foucault, Franck Mamalet, François Malgouyres
Quantized Approximately Orthogonal Recurrent Neural Networks. CoRR (2024)
Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective. NeurIPS (2023)
Louis Béthune, Thomas Massena, Thibaut Boissin, Yannick Prudent, Corentin Friedrich, Franck Mamalet, Aurélien Bellet, Mathieu Serrurier, David Vigouroux
DP-SGD Without Clipping: The Lipschitz Neural Network Way. CoRR (2023)
Florence De Grancey, Jean-Luc Adam, Lucian Alecu, Sébastien Gerchinovitz, Franck Mamalet, David Vigouroux
Object Detection with Probabilistic Guarantees: A Conformal Prediction Approach. SAFECOMP Workshops (2022)
El Mehdi Achour, François Malgouyres, Franck Mamalet
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks. J. Mach. Learn. Res. 23 (2022)
Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
When adversarial attacks become interpretable counterfactual explanations. CoRR (2022)
Louis Béthune, Thibaut Boissin, Mathieu Serrurier, Franck Mamalet, Corentin Friedrich, Alberto González-Sanz
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks. NeurIPS (2022)
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization. CVPR (2021)
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
White Paper Machine Learning in Certified Systems. CoRR (2021)
Louis Béthune, Alberto González-Sanz, Franck Mamalet, Mathieu Serrurier
The Many Faces of 1-Lipschitz Neural Networks. CoRR (2021)
El Mehdi Achour, François Malgouyres, Franck Mamalet
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks. CoRR (2021)
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
Achieving robustness in classification using optimal transport with hinge regularization. CoRR (2020)
Paul Ferré, Franck Mamalet, Simon J. Thorpe
Unsupervised Feature Learning With Winner-Takes-All Based STDP. Frontiers Comput. Neurosci. 12 (2018)
Clément Peyrard, Moez Baccouche, Franck Mamalet, Christophe Garcia
ICDAR2015 competition on Text Image Super-Resolution. ICDAR (2015)
Clément Peyrard, Franck Mamalet, Christophe Garcia
A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution. VISAPP (1) (2015)
Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation. Int. J. Document Anal. Recognit. 17 (1) (2014)
Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia
BLSTM-RNN Based 3D Gesture Classification. ICANN (2013)
Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
Text Recognition in Videos Using a Recurrent Connectionist Approach. ICANN (2) (2012)
Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
Combining Multi-scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR. Document Analysis Systems (2012)
Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. BMVC (2012)
Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition. ICPR (2012)
Franck Mamalet, Christophe Garcia
Simplifying ConvNets for Fast Learning. ICANN (2) (2012)
Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
Sequential Deep Learning for Human Action Recognition. HBU (2011)
Franck Mamalet, Sébastien Roux, Christophe Garcia
Embedded facial image processing with Convolutional Neural Networks. ISCAS (2010)
Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks. ICANN (2) (2010)
Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine
Fast and Robust Face Detection on a Parallel Optimized Architecture Implemented on FPGA. IEEE Trans. Circuits Syst. Video Technol. 19 (4) (2009)
Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine
Design of a Real-Time Face Detection Parallel Architecture Using High-Level Synthesis. EURASIP J. Embed. Syst. 2008 (2008)
Franck Mamalet, Sébastien Roux, Christophe Garcia
Real-Time Video Convolutional Face Finder on Embedded Platforms. EURASIP J. Embed. Syst. 2007 (2007)
Bruno Galilée, Franck Mamalet, Marc Renaudin, Pierre-Yves Coulon
Parallel Asynchronous Watershed Algorithm-Architecture. IEEE Trans. Parallel Distributed Syst. 18 (1) (2007)
Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine
A Parallel Face Detection System Implemented on FPGA. ISCAS (2007)
Sébastien Roux, Franck Mamalet, Christophe Garcia
Embedded Convolutional Face Finder. ICME (2006)
Bruno Galilée, Franck Mamalet, Marc Renaudin, Pierre-Yves Coulon
Watershed parallel algorithm for asynchronous processors array. ICME (1) (2002)