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authIdHal_s : vincent-gripon

Graph Topology Inference Benchmarks for Machine Learning

Carlos Lassance , Vincent Gripon , Gonzalo Mateos
MLSP 2020 : IEEE 30th International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo, Brazil. pp.1-6, ⟨10.1109/MLSP49062.2020.9231794⟩
Conference papers hal-03238747v1

Mémoires associatives pour observations floues

Vincent Gripon , Xiaoran Jiang
GRETSI 2013 : 24ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2013, Brest, France
Conference papers hal-01057344v1

Sparse Structured Associative Memories As Efficient Set-Membership Data Structures

Vincent Gripon , Vitaly Skachek , Michael Rabbat
Allerton 2013 : 51st annual Allerton Conference on Communication, Control, and Computing, Oct 2013, Allerton, United States. pp.500 - 505
Conference papers hal-01057346v1

Maximum Likelihood Associative Memories

Vincent Gripon , Michael Rabbat
ITW 2013 : IEEE Information Theory Workshop, Sep 2013, Seville, Spain. pp.1 - 5
Conference papers hal-01057348v1

Réseaux de clusters de neurones restreints

Robin Danilo , Vincent Gripon , Philippe Coussy , Laura Conde Canencia
GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5
Conference poster hal-01325893v1

Using Tags to Improve Diversity of Sparse Associative Memories

Vincent Gripon , Stephen Larroque , Ehsan Sedgh Gooya , Dominique Pastor
COGNITIVE 2015: The Seventh International Conference on Advanced Cognitive Technologies and Applications, Mar 2015, Nice, France. pp.1 - 7
Conference papers hal-02115988v1
Image document

Attention Based Pruning for Shift Networks

Ghouthi Boukli Hacene , Carlos Lassance , Vincent Gripon , Matthieu Courbariaux , Yoshua Bengio
2019
Preprints, Working Papers, ... hal-02051580v2
Image document

Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks

Ghouthi Boukli Hacene , Vincent Gripon , Matthieu Arzel , Nicolas Farrugia , Yoshua Bengio
2018
Preprints, Working Papers, ... hal-01965304v1

Distributed coding and synaptic pruning

Eliott Coyac , Vincent Gripon , Charlotte Langlais , Claude Berrou
ISTC 2016 : 9th International symposium on Turbo Codes and Iterative Information Processing, Sep 2016, Brest, France. pp.206 - 210
Conference papers hal-01374130v1

A novel algorithm for measuring graph similarity: application to brain networks

Ahmad Mheich , M. Hassan , Vincent Gripon , M. Khalil , C. Berrou , et al.
7th Annual International IEEE EMBS Conference on Neural Engineering (NER), Apr 2015, Montpellier, France. pp.1068--1071
Conference papers hal-01380111v1

A Neural Network Model for Solving the Feature Correspondence Problem

Ala Aboudib , Vincent Gripon , Gilles Coppin
ICANN 2016 : 25th International Conference on Artificial Neural Networks, Sep 2016, Barcelone, Spain. pp.439 - 446, ⟨10.1007/978-3-319-44781-0_52⟩
Conference papers hal-01371020v1
Image document

Rethinking Weight Decay for Efficient Neural Network Pruning

Hugo Tessier , Vincent Gripon , Mathieu Leonardon , Matthieu Arzel , Thomas Hannagan , et al.
Journal of Imaging, 2022, 8 (3), pp.64. ⟨10.3390/jimaging8030064⟩
Journal articles hal-03675138v1
Image document

Investigating the Not-So-Obvious Effects of Structured Pruning

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , David Bertrand , et al.
ICML 2022 - Hardware-aware efficient training (HAET), Jul 2022, Baltimore, United States
Conference papers hal-03706472v1
Image document

Improved Willshaw Networks with Local Inhibition

Philippe Tigréat , Vincent Gripon , Pierre-Henri Horrein
The Eighth International Conference on Advanced Cognitive Technologies and Applications, Mar 2016, Rome, Italy
Conference papers hal-01500297v1

Storing sparse messages in networks of neural cliques

Behrooz Kamary Aliabadi , Claude Berrou , Vincent Gripon , Xiaoran Jiang
IEEE Transactions on Neural Networks, 2014, 25 (5), pp.980 - 989. ⟨10.1109/TNNLS.2013.2285253⟩
Journal articles hal-00994216v1

Neighborhood-Preserving Translations on Graphs

Nicolas Grelier , Bastien Pasdeloup , Jean-Charles Vialatte , Vincent Gripon
GlobalSIP 2016 : IEEE Global Conference on Signal and Information Processing, Dec 2016, Arlington, United States. pp.410 - 414
Conference papers hal-01511073v1

Storing sequences in binary tournament-based neural networks

Xiaoran Jiang , Vincent Gripon , Claude Berrou , Michael Rabbat
IEEE Transactions on Neural Networks and Learning Systems, 2016, 27 (5), pp.913 - 925. ⟨10.1109/TNNLS.2015.2431319⟩
Journal articles hal-01308341v1
Image document

A Local Mixup to Prevent Manifold Intrusion

Raphael Baena , Lucas Drumetz , Vincent Gripon
EUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. ⟨10.23919/EUSIPCO55093.2022.9909890⟩
Conference papers hal-03683702v1

A mental information theory

Claude Berrou , Vincent Gripon , Xiaoran Jiang , Behrooz Kamary Aliabadi
French-Israeli Inter-Academic Meeting on Mathematics, May 2013, Paris, France
Conference papers hal-00960537v1
Image document

A model of bottom-up visual attention using cortical magnification

Ala Aboudib , Vincent Gripon , Gilles Coppin
ICASSP 2015 : the 40th IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. pp.1493 - 1497
Conference papers hal-01216085v1

Introducing Graph Smoothness Loss for Training Deep Learning Architectures

Myriam Bontonou , Carlos Lassance , Ghouthi Boukli Hacene , Vincent Gripon , Jian Tang , et al.
2019 IEEE Data Science Workshop (DSW), Jun 2019, Minneapolis, United States. pp.160-164, ⟨10.1109/DSW.2019.8755559⟩
Conference papers hal-02487427v1
Image document

Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative Memories

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
SIPS 2017 : IEEE International Workshop on Signal Processing Systems, Oct 2017, Lorient, France. pp.1 - 4, ⟨10.1109/SiPS.2017.8109978⟩
Conference papers hal-01656152v1

Transfer Incremental Learning Using Data Augmentation

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
Applied Sciences, 2018, 8 (12), pp.2512. ⟨10.3390/app8122512⟩
Journal articles hal-01950211v1

A Unified Deep Learning Formalism For Processing Graph Signals

Myriam Bontonou , Carlos Lassance , Jean-Charles Vialatte , Vincent Gripon
2020
Preprints, Working Papers, ... hal-02487422v1
Image document

Robustesse structurelle des architectures d'apprentissage profond

Carlos Lassance , Vincent Gripon , Jian Tang , Antonio Ortega
GRETSI, Aug 2020, Lille, France
Conference papers hal-02871252v1
Image document

Incremental Learning on Chip

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montréal, Canada. ⟨10.1109/GlobalSIP.2017.8309068⟩
Conference papers hal-01754847v1
Image document

Assembly output codes for learning neural networks

Philippe Tigréat , Carlos Rosar Kos Lassance , Xiaoran Jiang , Vincent Gripon , Claude Berrou
ISTC 2016 - 9th International Symposium on Turbo Codes & Iterative Information Processing, Sep 2016, Brest, France. pp.285-289, ⟨10.1109/ISTC.2016.7593122⟩
Conference papers hal-01502488v1
Image document

Un Mixup Local pour empêcher les intrusions de variétés

Raphael Baena , Lucas Drumetz , Vincent Gripon
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03693098v1
Image document

Le manchot, la banane et la bibliothèque. . . (de la désambiguïsation d'une tâche de classification avec un exemple)

Yassir Bendou , Lucas Drumetz , Vincent Gripon , Vincent Gripon , Vincent Gripon , et al.
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03694660v1
Image document

Élagage de réseaux profond de neurones par dégradation sélective des pondérations

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , Thomas Hannagan , et al.
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03695958v1