Franck Mamalet

44 papers A* 7A 3B 2C 3Journal 22Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LARD 2.0: Enhanced Datasets and Benchmarking for Autonomous Landing Systems. CoRR Yassine Bougacha, Geoffrey Delhomme, Mélanie Ducoffe, Augustin Fuchs, Jean-Brice Ginestet, Jacques Girard, Sofiane Kraiem, Franck Mamalet, Vincent Mussot, Claire Pagetti, Thierry Sammour
2026	J	`jnl`	Orthogonium : A Unified, Efficient Library of Orthogonal and 1-Lipschitz Building Blocks. CoRR Thibaut Boissin, Franck Mamalet, Valentin Lafargue, Mathieu Serrurier
2025	A*	`conf`	An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. ICML Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier
2025	J	`jnl`	An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. CoRR Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier
2025	A*	`conf`	Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks. ICML Thomas Massena, Léo Andéol, Thibaut Boissin, Franck Mamalet, Corentin Friedrich, Mathieu Serrurier, Sébastien Gerchinovitz
2025	J	`jnl`	Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks. CoRR Thomas Massena, Léo Andéol, Thibaut Boissin, Franck Mamalet, Corentin Friedrich, Mathieu Serrurier, Sébastien Gerchinovitz
2025	J	`jnl`	Fast and Flexible Robustness Certificates for Semantic Segmentation. CoRR Thomas Massena, Corentin Friedrich, Franck Mamalet, Mathieu Serrurier
2025	J	`jnl`	HadamRNN: Binary and Sparse Ternary Orthogonal RNNs. CoRR Armand Foucault, Franck Mamalet, François Malgouyres
2025	A*	`conf`	Hadamrnn: Binary and Sparse Ternary orthogonal RNNs. ICLR Armand Foucault, François Malgouyres, Franck Mamalet
2025	J	`jnl`	Turbo-Muon: Accelerating Orthogonality-Based Optimization with Pre-Conditioning. CoRR Thibaut Boissin, Thomas Massena, Franck Mamalet, Mathieu Serrurier
2024	A*	`conf`	DP-SGD Without Clipping: The Lipschitz Neural Network Way. ICLR Louis Béthune, Thomas Massena, Thibaut Boissin, Aurélien Bellet, Franck Mamalet, Yannick Prudent, Corentin Friedrich, Mathieu Serrurier, David Vigouroux
2024	J	`jnl`	How to design a dataset compliant with an ML-based system ODD? CoRR Cyril Cappi, Noémie Cohen, Mélanie Ducoffe, Christophe Gabreau, Laurent Gardes, Adrien Gauffriau, Jean-Brice Ginestet, Franck Mamalet, Vincent Mussot, Claire Pagetti, David Vigouroux
2024	J	`jnl`	Quantized Approximately Orthogonal Recurrent Neural Networks. CoRR Armand Foucault, Franck Mamalet, François Malgouyres
2023	J	`jnl`	DP-SGD Without Clipping: The Lipschitz Neural Network Way. CoRR Louis Béthune, Thomas Massena, Thibaut Boissin, Yannick Prudent, Corentin Friedrich, Franck Mamalet, Aurélien Bellet, Mathieu Serrurier, David Vigouroux
2023	A*	`conf`	On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective. NeurIPS Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
2022	J	`jnl`	Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks. J. Mach. Learn. Res. El Mehdi Achour, François Malgouyres, Franck Mamalet
2022	—	`conf`	Object Detection with Probabilistic Guarantees: A Conformal Prediction Approach. SAFECOMP Workshops Florence de Grancey, Jean-Luc Adam, Lucian Alecu, Sébastien Gerchinovitz, Franck Mamalet, David Vigouroux
2022	A*	`conf`	Pay attention to your loss : understanding misconceptions about Lipschitz neural networks. NeurIPS Louis Béthune, Thibaut Boissin, Mathieu Serrurier, Franck Mamalet, Corentin Friedrich, Alberto González-Sanz
2022	J	`jnl`	When adversarial attacks become interpretable counterfactual explanations. CoRR Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
2021	A*	`conf`	Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization. CVPR Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
2021	J	`jnl`	Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks. CoRR El Mehdi Achour, François Malgouyres, Franck Mamalet
2021	J	`jnl`	The Many Faces of 1-Lipschitz Neural Networks. CoRR Louis Béthune, Alberto González-Sanz, Franck Mamalet, Mathieu Serrurier
2021	J	`jnl`	White Paper Machine Learning in Certified Systems. CoRR 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
2020	J	`jnl`	Achieving robustness in classification using optimal transport with hinge regularization. CoRR Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
2018	J	`jnl`	Unsupervised Feature Learning With Winner-Takes-All Based STDP. Frontiers Comput. Neurosci. Paul Ferré, Franck Mamalet, Simon J. Thorpe
2015	—	`conf`	A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution. VISAPP (1) Clément Peyrard, Franck Mamalet, Christophe Garcia
2015	A	`conf`	ICDAR2015 competition on Text Image Super-Resolution. ICDAR Clément Peyrard, Moez Baccouche, Franck Mamalet, Christophe Garcia
2014	J	`jnl`	Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation. Int. J. Document Anal. Recognit. Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
2013	C	`conf`	BLSTM-RNN Based 3D Gesture Classification. ICANN Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia
2012	B	`conf`	Combining Multi-scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR. Document Analysis Systems Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
2012	—	`conf`	Simplifying ConvNets for Fast Learning. ICANN (2) Franck Mamalet, Christophe Garcia
2012	B	`conf`	Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition. ICPR Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
2012	A	`conf`	Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. BMVC Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
2012	—	`conf`	Text Recognition in Videos Using a Recurrent Connectionist Approach. ICANN (2) Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
2011	—	`conf`	Sequential Deep Learning for Human Action Recognition. HBU Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
2010	—	`conf`	Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks. ICANN (2) Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt
2010	C	`conf`	Embedded facial image processing with Convolutional Neural Networks. ISCAS Franck Mamalet, Sébastien Roux, Christophe Garcia
2009	J	`jnl`	Fast and Robust Face Detection on a Parallel Optimized Architecture Implemented on FPGA. IEEE Trans. Circuits Syst. Video Technol. Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine
2008	J	`jnl`	Design of a Real-Time Face Detection Parallel Architecture Using High-Level Synthesis. EURASIP J. Embed. Syst. Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine
2007	C	`conf`	A Parallel Face Detection System Implemented on FPGA. ISCAS Nicolas Farrugia, Franck Mamalet, Sébastien Roux, Fan Yang, Michel Paindavoine
2007	J	`jnl`	Parallel Asynchronous Watershed Algorithm-Architecture. IEEE Trans. Parallel Distributed Syst. Bruno Galilée, Franck Mamalet, Marc Renaudin, Pierre-Yves Coulon
2007	J	`jnl`	Real-Time Video Convolutional Face Finder on Embedded Platforms. EURASIP J. Embed. Syst. Franck Mamalet, Sébastien Roux, Christophe Garcia
2006	A	`conf`	Embedded Convolutional Face Finder. ICME Sébastien Roux, Franck Mamalet, Christophe Garcia
2002	—	`conf`	Watershed parallel algorithm for asynchronous processors array. ICME (1) Bruno Galilée, Franck Mamalet, Marc Renaudin, Pierre-Yves Coulon