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Can we reconcile safety objectives with machine learning performances?

Lucian Alecu , Hugues Bonnin , Thomas Fel , Laurent Gardes , Sébastien Gerchinovitz , et al.
ERTS 2022, Jun 2022, TOULOUSE, France
Communication dans un congrès hal-03765471v1

Réseau calculant asynchrone dédié à la segmentation d'images

B. Galilee , P.Y. Coulon , M. Renaudin , F. Mamalet
Journées Nationales du Réseau Doctoral de Microélectronique (JNRDM'02), Apr 2002, Grenoble, France
Communication dans un congrès hal-01392536v1

Adéquation algorithme-architecture pour les réseaux de neurones à convolution

Franck Mamalet
2011
Pré-publication, Document de travail hal-01461609v1

Unsupervised Feature Learning With Winner-Takes-All Based STDP

Paul Ferré , Franck Mamalet , Simon J. Thorpe
Frontiers in Computational Neuroscience, 2018, 12, ⟨10.3389/fncom.2018.00024⟩
Article dans une revue hal-02341952v1

Design of a Real-time face detection parallel architecture using High-Level Synthesis

Nicolas Farrugia , Franck Mamalet , Sébastien Roux , Fan Yang , Michel Paindavoine
EURASIP Journal on Embedded Systems, 2008, pp.Article ID 928256. ⟨10.1155/2008/938256⟩
Article dans une revue hal-00640773v1

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

Moez Baccouche , Franck Mamalet , Christian Wolf , Christophe Garcia , Atilla Baskurt
20th International Conference on Artificial Neural Networks (ICANN), Sep 2010, Thessaloniki, Greece. pp.154-159, ⟨10.1007/978-3-642-15822-3_20⟩
Communication dans un congrès hal-01381827v1

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
21st International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba Science City, Japan. pp.3823-3826
Communication dans un congrès hal-01353014v1
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Combining Multi-Scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR

Khaoula Elagouni , Christophe Garcia , Franck Mamalet , Pascale Sébillot
10th IAPR International Workshop on Document Analysis Systems, DAS, Mar 2012, Gold Coast, Queensland, Australia. pp.120-124
Communication dans un congrès hal-00753908v1
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Object Detection With Probabilistic Guarantees

Florence de Grancey , Jean-Luc Adam , Lucian Alecu , Sébastien Gerchinovitz , Franck Mamalet , et al.
Fifth International Workshop on Artificial Intelligence Safety Engineering (WAISE 2022), Sep 2022, München, Germany
Communication dans un congrès hal-03769683v1

Inertial Gesture Recognition with BLSTM-RNN

Gregoire Lefebvre , Samuel Berlemont , Franck Mamalet , Christophe Garcia
Springer. Artificial Neural Networks, Springer International Publishing, pp.393-410, 2014, ⟨10.1007/978-3-319-09903-3_19⟩
Chapitre d'ouvrage hal-01313174v1

Sequential Deep Learning for Human Action Recognition

Moez Baccouche , Franck Mamalet , Christian Wolf , Christophe Garcia , Atilla Baskurt
2nd International Workshop on Human Behavior Understanding (HBU), Nov 2011, Amsterdam, Netherlands. pp.29-39, ⟨10.1007/978-3-642-25446-8_4⟩
Communication dans un congrès hal-01354493v1

Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks

Louis Béthune , Thibaut Boissin , Mathieu Serrurier , Franck Mamalet , Corentin Friedrich , et al.
Advances in Neural Information Processing Systems, Nov 2022, New Orleans, United States. ⟨10.48550/arXiv.2104.05097⟩
Communication dans un congrès hal-03872080v1
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective

Mathieu Serrurier , Franck Mamalet , Thomas Fel , Louis Béthune , Thibaut Boissin
Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, Dec 2023, New Orleans (Louisiana), United States
Communication dans un congrès hal-03693355v3

Fast and Robust Face Detection on a Parallel Optimized Architecture implemented on FPGA

Nicolas Farrugia , Franck Mamalet , Sébastien Roux , Fan Yang , Michel Paindavoine
IEEE Transactions on Circuits and Systems for Video Technology, 2009, 19 (4), pp.597-602
Article dans une revue hal-00640765v1
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White Paper Machine Learning in Certified Systems

Franck Mamalet , Eric Jenn , Gregory Flandin , Hervé Delseny , Christophe Gabreau , et al.
[Research Report] IRT Saint Exupéry; ANITI. 2021
Rapport hal-03176080v1

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification

Moez Baccouche , Franck Mamalet , Christian Wolf , Christophe Garcia , Atilla Baskurt
British Machine Vision Conference (BMVC), Sep 2012, Guildford, United Kingdom. pp.124.1-124.12, ⟨10.5244/C.26.124⟩
Communication dans un congrès hal-01353046v1
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Text Recognition in Videos using a Recurrent Connectionist Approach

Khaoula Elagouni , Christophe Garcia , Franck Mamalet , Pascale Sébillot
22th International Conference on Artificial Neural Networks, ICANN, Sep 2012, Lausanne, Switzerland. pp.172-179, ⟨10.1007/978-3-642-33266-1_22⟩
Communication dans un congrès hal-00753906v1
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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
International Journal on Document Analysis and Recognition, 2014, 17 (1), pp.19-31. ⟨10.1007/s10032-013-0202-7⟩
Article dans une revue hal-00867225v1

Achieving robustness in classification using optimal transport with hinge regularization

Mathieu Serrurier , Franck Mamalet , Alberto González-Sanz , Thibaut Boissin , Jean-Michel Loubes , et al.
Conference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩
Communication dans un congrès hal-03033400v1
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BLSTM-RNN based 3D Gesture Classification

Grégoire Lefebvre , Samuel Berlemont , Franck Mamalet , Christophe Garcia
Artificial Neural Networks and Machine Learning, ICANN 2013, 23rd International Conference on Artificial Neural Networks, Sep 2013, Sofia, Bulgaria
Communication dans un congrès hal-01224806v1
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Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks

El Mehdi Achour , François Malgouyres , Franck Mamalet
Journal of Machine Learning Research, 2022, 23 (347), pp.1--56
Article dans une revue hal-03315801v3

Simplifying ConvNets for Fast Learning

Franck Mamalet , Christophe Garcia
International Conference on Artificial Neural Networks (ICANN 2012), Sep 2012, Lausanne, Switzerland, Switzerland. pp.58-65, ⟨10.1007/978-3-642-33266-1_8⟩
Communication dans un congrès hal-01353039v1

Une approche neuronale pour la classification d’actions de sport par la prise en compte du contenu visuel et du mouvement dominant

Moez Baccouche , Franck Mamalet , Christian Wolf , Christophe Garcia , Atilla Baskurt
COmpression et REprésentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. pp.25-30
Communication dans un congrès hal-01381510v1

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

Clément Peyrard , Franck Mamalet , Christophe Garcia
International Conference on Computer Vision Theory and Applications, Mar 2015, Berlin, Germany. ⟨10.5220/0005297200840091⟩
Communication dans un congrès hal-01260671v1

ICDAR2015 Competition on Text Image Super-Resolution

Clément Peyrard , Moez Baccouche , Franck Mamalet , Christophe Garcia
13th International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Tunis, Tunisia
Communication dans un congrès hal-01157903v1

Watershed parallel algorithm for asynchronous processors array

B. Galilee , F. Mamalet , Marc Renaudin , P.Y. Coulon
: Proceedings-2002-IEEE-International-Conference-on-Multimedia-and-Expo-(ICME), 2002, Lausanne, Switzerland. pp.793-6 vol.1, ⟨10.1109/ICME.2002.1035901⟩
Communication dans un congrès hal-00009600v1

Parallel Asynchronous Watershed Algorithm-Architecture

Bruno Galilée , Franck Mamalet , Marc Renaudin , Pierre-Yves Coulon
IEEE Transactions on Parallel and Distributed Systems, 2007, 18 (1), pp.44-56. ⟨10.1109/TPDS.2007.253280⟩
Article dans une revue hal-00144521v1