Vincent Gripon Vincent Gripon Professeur — Intelligence Artificielle

Identifiants chercheurs

IdHAL :

vincent-gripon

ORCID :

0000-0002-4353-4542

IdRef :

16122203X

Présentation

Je suis Directeur de Recherche à IMT-Atlantique, une des meilleures grandes écoles Françaises.

Je dirige également l'équipe BRAIN au sein du laboratoire CNRS Lab-STICC (UMR 6285), où ma recherche s'articule autour de l'intelligence artificielle, en particulier appliquée à des domaines tels que la vision et le traitement du langage naturel.

Publications

Article dans une revue (32)

A Strong and Simple Deep Learning Baseline for BCI Motor Imagery Decoding Yassine El Ouahidi,Vincent Gripon,Bastien Pasdeloup,Ghaith Bouallegue,Nicolas Farrugiaet al. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, pp.3338-3347. ⟨10.1109/TNSRE.2024.3451010⟩ Article dans une revue hal-05002793v1
Local Mixup: Interpolation of closest input signals to prevent manifold intrusion Raphael Baena,Lucas Drumetz,Vincent Gripon Signal Processing, 2024, 219, pp.109395. ⟨10.1016/j.sigpro.2024.109395⟩ Article dans une revue hal-04591752v1
Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning Raphael Lafargue,Luke Anthony Smith,Franck Vermet,Mathias Löwe,Ian Reidet al. Transactions on Machine Learning Research Journal, 2024, https://openreview.net/forum?id=JxxkKt9yrx Article dans une revue hal-04702128v1
Rethinking Weight Decay for Efficient Neural Network Pruning Hugo Tessier,Vincent Gripon,Mathieu Leonardon,Matthieu Arzel,Thomas Hannaganet al. Journal of Imaging, 2022, 8 (3), pp.64. ⟨10.3390/jimaging8030064⟩ Article dans une revue hal-03675138v1
Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-The-Art Few-Shot Classification with Simple Components Yassir Bendou,Yuqing Hu,Raphael Lafargue,Giulia Lioi,Bastien Pasdeloupet al. Journal of Imaging, 2022, 8 (7), pp.179. ⟨10.3390/jimaging8070179⟩ Article dans une revue hal-03714237v1
Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning Yuqing Hu,Stéphane Pateux,Vincent Gripon Algorithms, 2022, 15 (5), pp.147. ⟨10.3390/a15050147⟩ Article dans une revue hal-03675145v1
Laplacian networks: bounding indicator function smoothness for neural networks robustness Carlos Lassance,Vincent Gripon,Antonio Ortega APSIPA Transactions on Signal and Information Processing, 2021, 10, pp.e2. ⟨10.1017/ATSIP.2021.2⟩ Article dans une revue hal-03134179v1
Improved Visual Localization via Graph Smoothing Carlos Lassance,Yasir Latif,Ravi Garg,Vincent Gripon,Ian Reid Journal of Imaging, 2021, 7 (20), ⟨10.3390/jimaging7020020⟩ Article dans une revue hal-02487479v1
Quantization and Deployment of Deep Neural Networks on Microcontrollers Pierre-Emmanuel Novac,Ghouthi Boukli Hacene,Alain Pegatoquet,Benoit Miramond,Vincent Gripon Sensors, 2021, 21 (9), p1-p2 / 2984. ⟨10.3390/s21092984⟩ Article dans une revue hal-03208457v1
Predicting the Generalization Ability of a Few-Shot Classifier Myriam Bontonou,Louis Béthune,Vincent Gripon Information, 2021, 12 (1), pp.29. ⟨10.3390/info12010029⟩ Article dans une revue hal-03241656v1
Some Remarks on Replicated Simulated Annealing Vincent Gripon,Matthias Löwe,Franck Vermet Journal of Statistical Physics, 2021, 182 (3), ⟨10.1007/s10955-021-02727-z⟩ Article dans une revue hal-03238781v1
Gradients of connectivity as graph Fourier bases of brain activity Giulia Lioi,Vincent Gripon,Abdelbasset Brahim,François Rousseau,Nicolas Farrugia Network Neuroscience, 2021, 5 (2), pp.322-336. ⟨10.1162/netn_a_00183⟩ Article dans une revue hal-03238786v1
Representing Deep Neural Networks Latent Space Geometries with Graphs Carlos Lassance,Vincent Gripon,Antonio Ortega Algorithms, 2021, 14 (2), pp.39. ⟨10.3390/a14020039⟩ Article dans une revue hal-03238776v1
ThriftyNets: Convolutional Neural Networks with Tiny Parameter Budget Guillaume Coiffier,Ghouthi Boukli Hacene,Vincent Gripon IoT, 2021, 2 (2), pp.222-235. ⟨10.3390/iot2020012⟩ Article dans une revue hal-03238788v1
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 Journal of Signal Processing Systems, 2019, 91 (9), pp.1063-1073. ⟨10.1007/s11265-019-01450-z⟩ Article dans une revue hal-02273161v1
SimiNet: a Novel Method for Quantifying Brain Network Similarity Ahmad Mheich,Mahmoud Hassan,Mohamad Khalil,Vincent Gripon,Olivier Duforet al. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 40 (9), pp.2238-2249. ⟨10.1109/TPAMI.2017.2750160⟩ Article dans une revue hal-01591250v1
Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals Vincent Gripon,Bastien Pasdeloup,Grégoire Mercier,Dominique Pastor,Michael Rabbat IEEE Transactions on Signal and Information Processing over Networks, 2018, 4 (3), pp.481 - 496. ⟨10.1109/TSIPN.2017.2742940⟩ Article dans une revue hal-01875916v1
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⟩ Article dans une revue hal-01950211v1
Associative Memories to Accelerate Approximate Nearest Neighbor Search Vincent Gripon,Matthias Löwe,Franck Vermet Applied Sciences, 2018, 8 (9), ⟨10.3390/app8091676⟩ Article dans une revue hal-01875907v1
Memory vectors for similarity search in high-dimensional spaces Ahmet Iscen,Teddy Furon,Vincent Gripon,Michael Rabbat,Hervé Jégou IEEE Transactions on Big Data, 2017, 4 (1), pp.65 - 77. ⟨10.1109/TBDATA.2017.2677964⟩ Article dans une revue hal-01481220v1
Characterization and Inference of Graph Diffusion Processes from Observations of Stationnary Signals Bastien Pasdeloup,Vincent Gripon,Grégoire Mercier,Dominique Pastor,Michael Rabbat IEEE Transactions on Signal and Information Processing over Networks, 2017, PP (99), ⟨10.1109/TSIPB.2017.2742940⟩ Article dans une revue hal-01759090v1
A Comparative Study of Sparse Associative Memories Vincent Gripon,Judith Heusel,Matthias Löwe,Franck Vermet Journal of Statistical Physics, 2016, 164 (1), pp.105 - 129. ⟨10.1007/s10955-016-1530-z⟩ Article dans une revue hal-01374657v1
Fault-Tolerant Associative Memories Based on c-Partite Graphs François Leduc-Primeau,Vincent Gripon,Michael Rabbat,Warren J. Gross IEEE Transactions on Signal Processing, 2016, 64 (4), pp.829 - 841. ⟨10.1109/TSP.2015.2489600⟩ Article dans une revue hal-01314706v1
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⟩ Article dans une revue hal-01308341v1
Constraining the Connectivity of Sparse Neural Associative Memories Philippe Tigréat,Vincent Gripon,Pierre-Henri Horrein International Journal On Advances in Life Sciences, 2016, 8 (3), pp.203-213 Article dans une revue hal-01499953v1
Twin Neurons for Efficient Real-World Data Distribution in Networks of Neural Cliques. Applications in Power Management in Electronic Circuits Bartosz Boguslawski,Vincent Gripon,Fabrice Seguin,Frédéric Heitzmann IEEE Transactions on Neural Networks and Learning Systems, 2016, 27 (2), pp.375 - 387. ⟨10.1109/TNNLS.2015.2480545⟩ Article dans une revue hal-01271611v1
A Biologically Inspired Framework for Visual Information Processing and an Application on Modeling Bottom-Up Visual Attention Ala Aboudib,Vincent Gripon,Gilles Coppin Cognitive Computation, 2016, 8 (6), pp.1007 - 1026. ⟨10.1007/s12559-016-9430-8⟩ Article dans une revue hal-01511159v1
Algorithm and Architecture for a Low-Power Content-Addressable Memory Based on Sparse-Clustered Networks Hooman Jarollahi,Vincent Gripon,Naoya Onizawa,Warren Gross IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2015, 23 (4), pp.642 - 653. ⟨10.1109/TVLSI.2014.2316733⟩ Article dans une revue hal-01170233v1
Algorithm and Architecture of Fully-Parallel Associative Memories Based on Sparse Clustered Networks Hooman Jarollahi,Naoya Onizawa,Vincent Gripon,Warren Gross Journal of Signal Processing Systems, 2014, 76 (3), pp.235-247 Article dans une revue hal-01057361v1
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⟩ Article dans une revue hal-00994216v1
A Non-Volatile Associative Memory-Based Context-Driven Search Engine Using 90 nm CMOS/MTJ-Hybrid Logic-in-Memory Architecture Hooman Jarollahi,Naoya Onizawa,Vincent Gripon,Noboru Sakimura,Tadahiko Sugibayashiet al. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2014, 4 (4), pp.460 - 474. ⟨10.1109/JETCAS.2014.2361061⟩ Article dans une revue hal-01172742v1
Sparse neural networks with large learning diversity Vincent Gripon,Claude Berrou IEEE Transactions on Neural Networks, 2011, 22 (7), pp.1087 - 1096. ⟨10.1109/TNN.2011.2146789⟩ Article dans une revue hal-00609246v1

Communication dans un congrès (109)

TENSLORA: TENSOR ALTERNATIVES FOR LOW-RANK ADAPTATION Axel Marmoret,Reda Bensaid,Jonathan Lys,Vincent Gripon,François Leduc-Primeau 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), May 2026, Barcelone, Spain Communication dans un congrès hal-05478355v2
Réduction de la Résolution comme Technique de Compression pour les Systèmes d'Apprentissage Profond en Vision Jérémy Morlier,Mathieu Leonardon,Vincent Gripon GRETSI2025, GRETSI, Aug 2025, Strasbourg, France Communication dans un congrès hal-05497988v1
Input Resolution Downsizing as a Compression Technique for Vision Deep Learning Systems Jérémy Morlier,Mathieu Léonardon,Vincent Gripon 2025 International Joint Conference on Neural Networks (IJCNN), Jun 2025, Rome, Italy. pp.1-8, ⟨10.1109/IJCNN64981.2025.11229265⟩ Communication dans un congrès hal-05097338v1
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models Yassir Bendou,Amine Ouasfi,Vincent Gripon,Adnane Boukhayma CVPR 2025 - The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2025, Jun 2025, Nashville, United States Communication dans un congrès hal-05591316v1
Bit-Width-Aware Design Environment for Few-Shot Learning on Edge AI Hardware R. Kanda,Hugo Le Blevec,N. Onizawa,Mathieu Leonardon,Vincent Griponet al. IEEE International Symposium on Circuits and Systems (ISCAS 2025), May 2025, Londres, United Kingdom. pp.1-5, ⟨10.1109/ISCAS56072.2025.11044227⟩ Communication dans un congrès hal-05237691v1
Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding Yassine El Ouahidi,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloup,Vincent Gripon EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715003⟩ Communication dans un congrès hal-04645175v1
Design Environment of Quantization-Aware Edge AI Hardware for Few-Shot Learning R. Kanda,N. Onizawa,Mathieu Leonardon,Vincent Gripon,T. Hanyu 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS), Aug 2024, Springfield, France. pp.928-931, ⟨10.1109/MWSCAS60917.2024.10658789⟩ Communication dans un congrès hal-04984380v1
On Transfer in Classification: How Well do Subsets of Classes Generalize? Raphael Baena,Lucas Drumetz,Vincent Gripon EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. pp.1836-1840, ⟨10.23919/EUSIPCO63174.2024.10715243⟩ Communication dans un congrès hal-05002785v1
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU Hugo Tessier,Vincent Gripon,Mathieu Léonardon,Matthieu Arzel,David Bertrandet al. SYSINT 2022: International Conference on System-Integrated Intelligence, Springer, Sep 2022, Genova, Italy. pp.553-563, ⟨10.1007/978-3-031-16281-7_52⟩ Communication dans un congrès hal-03767636v1
Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification Yuqing Hu,Stéphane Pateux,Vincent Gripon AISTATS 2023: 26th International Conference on Artificial Intelligence and Statistics, Apr 2023, Valence, Spain. pp.5899-5917 Communication dans un congrès hal-04173120v1
Entropy Based Feature Regularization to Improve Transferability of Deep Learning Models Raphael Baena,Lucas Drumetz,Vincent Gripon ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095195⟩ Communication dans un congrès hal-04173117v1
Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities Yassine El Ouahidi,Lucas Drumetz,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10097201⟩ Communication dans un congrès hal-04173113v1
Un modèle statistique pour prédire la généralisation dans des tâches de classification avec peu d'exemples Yassir Bendou,Giulia Lioi,Bastien Pasdeloup,Vincent Gripon GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France Communication dans un congrès hal-04644714v1
A Statistical Model for Predicting Generalization in Few-Shot Classification Yassir Bendou,Vincent Gripon,Bastien Pasdeloup,Giulia Lioi,Lukas Mauchet al. EUSIPCO 2023: 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. pp.1260-1264, ⟨10.23919/EUSIPCO58844.2023.10289951⟩ Communication dans un congrès hal-05002766v1
Inter-Operability of Compression Techniques for Efficient Deployment of CNNs on Microcontrollers Hamoud Younes,Hugo Le Blevec,Mathieu Léonardon,Vincent Gripon SYSINT 2022: International Conference on System-Integrated Intelligence, Sep 2022, Genova, Italy. pp.543-552, ⟨10.1007/978-3-031-16281-7_51⟩ Communication dans un congrès hal-03850858v1
Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensions Yassine El Ouahidi,Lucas Drumetz,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. GRETSI : 29ème colloque du Groupement de Recherche en Traitement du Signal et des Images, 2023, Grenoble, France Communication dans un congrès hal-04644669v1
Active Learning for Efficient Few-Shot Classification Aymane Abdali,Vincent Gripon,Lucas Drumetz,Bartosz Boguslawski ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095220⟩ Communication dans un congrès hal-04173107v1
Régularisation entropique des vecteurs de caractéristiques d'un réseau de neurones pour une meilleur transférabilité Raphael Baena,Lucas Drumetz,Vincent Gripon GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images GRETSI, Aug 2023, Grenoble (FRANCE), France Communication dans un congrès hal-04058379v1
Interpolation spatiale de signaux sur graphes avec une application pour la fusion d'ensembles de données EEG de diverses dimensions Yassine El Ouahidi,Lucas Drumetz,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. GRETSI'23: XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France Communication dans un congrès hal-04507161v1
Le manchot, la banane et la bibliothèque. . . (de la désambiguïsation d'une tâche de classification avec un exemple) Yassir Bendou,Lucas Drumetz,Vincent Gripon,Giulia Lioi,Bastien Pasdeloup GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France Communication dans un congrès hal-03694660v1
Leveraging Structured Pruning of Convolutional Neural Networks Hugo Tessier,Vincent Gripon,Mathieu Leonardon,Matthieu Arzel,David Bertrandet al. SiPS 2022: IEEE Workshop on Signal Processing Systems, Nov 2022, Rennes, France. pp.1-6, ⟨10.1109/SiPS55645.2022.9919253⟩ Communication dans un congrès hal-03767634v1
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 Communication dans un congrès hal-03693098v1
Élagage de réseaux profond de neurones par dégradation sélective des pondérations Hugo Tessier,Vincent Gripon,Mathieu Léonardon,Matthieu Arzel,Thomas Hannaganet al. GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France Communication dans un congrès hal-03695958v1
Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding Yassine El Ouahidi,Hugo Tessier,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. EUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.937-941, ⟨10.23919/EUSIPCO55093.2022.9909966⟩ Communication dans un congrès hal-04173125v1
Élagage de réseaux de neurones convolutifs sur graphes pour la sélection de fréquences significatives pour le décodage d'IRMf Yassine El Ouahidi,Hugo Tessier,Giulia Lioi,Nicolas Farrugia,Bastien Pasdeloupet al. GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France Communication dans un congrès hal-03696640v1
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⟩ Communication dans un congrès hal-03683702v1
Investigating the Not-So-Obvious Effects of Structured Pruning Hugo Tessier,Vincent Gripon,Mathieu Léonardon,Matthieu Arzel,David Bertrandet al. ICML 2022 - Hardware-aware efficient training (HAET), Jul 2022, Baltimore, United States Communication dans un congrès hal-03706472v1
Classes adversaires dans l'apprentissage avec peu d'exemples Raphael Lafargue,Jean-Philippe Diguet,Vincent Gripon,Bastien Pasdeloup GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France Communication dans un congrès hal-03690074v1
Graph-based Interpolation of Feature Vectors for Accurate Few-Shot Classification Yuqing Hu,Vincent Gripon,Stephane Pateux ICPR 2020: 25th International Conference on Pattern Recognition, Jan 2021, Milan, Italy. pp.8164-8171, ⟨10.1109/ICPR48806.2021.9412076⟩ Communication dans un congrès hal-03238774v1
Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning Vincent Gripon,Yuqing Hu,Stéphane Pateux ICANN 2021: 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava, Slovakia. pp.487-499, ⟨10.1007/978-3-030-86340-1_39⟩ Communication dans un congrès hal-03675135v1
Towards an Intrinsic Definition of Robustness for a Classifier Theo Giraudon,Vincent Gripon,Matthias Lowe,Franck Vermet ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.4015-4019, ⟨10.1109/ICASSP39728.2021.9414573⟩ Communication dans un congrès hal-03238789v1
Attention Based Pruning for Shift Networks Ghouthi Boukli Hacene,Carlos Lassance,Vincent Gripon,Matthieu Courbariaux,Yoshua Bengio ICPR 2020: 25th International Conference on Pattern Recognition, Jan 2021, Milan (virtual), Italy. pp.4054-4061, ⟨10.1109/ICPR48806.2021.9412859⟩ Communication dans un congrès hal-03238771v1
Using Deep Neural Networks to Predict and Improve the Performance of Polar Codes Mathieu Leonardon,Vincent Gripon ISTC 2021: 11th IEEE International Symposium on Topics in Coding, Aug 2021, Montréal, Canada. ⟨10.1109/ISTC49272.2021.9594059⟩ Communication dans un congrès hal-03291030v1
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⟩ Communication dans un congrès hal-03238747v1
Inferring Graph Signal Translations as Invariant Transformations for Classification Tasks Raphael Baena,Lucas Drumetz,Vincent Gripon EUSIPCO 2021: 29th European Signal Processing Conference, Aug 2021, Dublin, Ireland. ⟨10.23919/EUSIPCO54536.2021.9616010⟩ Communication dans un congrès hal-03235669v1
Improving Classification Accuracy With Graph Filtering M. Hamidouche,C. Lassance,Y. Hu,Lucas Drumetz,Bastien Pasdeloupet al. ICIP 2021: IEEE International Conference on Image Processing, Sep 2021, Anchorage, United States. pp.334-338, ⟨10.1109/ICIP42928.2021.9506042⟩ Communication dans un congrès hal-03675142v1
Few-Shot Decoding of Brain Activation Maps Myriam Bontonou,Giulia Lioi,Nicolas Farrugia,Vincent Gripon EUSIPCO 2021: 29th European Signal Processing Conference, Aug 2021, Dublin, Ireland. pp.1326-1330, ⟨10.23919/EUSIPCO54536.2021.9616158⟩ Communication dans un congrès hal-03675137v1
Efficient Hardware Implementation of Incremental Learning and Inference on Chip Ghouthi Boukli Hacene,Vincent Gripon,Nicolas Farrugia,Matthieu Arzel,Michel Jezequel NEWCAS 2019 : 17th IEEE International New Circuits and Systems Conference, Jun 2019, Munich, Germany. ⟨10.1109/NEWCAS44328.2019.8961310⟩ Communication dans un congrès hal-02487476v1
Robustesse structurelle des architectures d'apprentissage profond Carlos Lassance,Vincent Gripon,Jian Tang,Antonio Ortega GRETSI, Aug 2020, Lille, France Communication dans un congrès hal-02871252v1
GPU-based Self-Organizing-Maps for Post-Labeled Few-Shot Unsupervised Learning Lyes Khacef,Vincent Gripon,Benoit Miramond International Conference on Neural Information Processing (ICONIP) 2020, Aug 2020, Bangkok, Thailand. pp.404-416, ⟨10.1007/978-3-030-63833-7_34⟩ Communication dans un congrès hal-02934233v1
Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks Ghouthi Boukli Hacene,Vincent Gripon,Matthieu Arzel,Nicolas Farrugia,Yoshua Bengio NEWCAS 2020 : 18th IEEE International New Circuits and Systems Conference, Jun 2020, Montréal, Canada. pp.206-209, ⟨10.1109/NEWCAS49341.2020.9159769⟩ Communication dans un congrès hal-02934543v1
Un modèle unifié pour la classification de signaux sur graphe avec de l'apprentissage profond Myriam Bontonou,Carlos Lassance,Jean-Charles Vialatte,Vincent Gripon GRETSI, Aug 2020, Lille, France Communication dans un congrès hal-02871259v1
Deep Geometric Knowledge Distillation with Graphs Carlos Lassance,Myriam Bontonou,Ghouthi Boukli Hacene,Vincent Gripon,Jian Tanget al. ICASSP 2020: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.8484-8488, ⟨10.1109/ICASSP40776.2020.9053986⟩ Communication dans un congrès hal-02871309v1
Structural Robustness for Deep Learning Architectures Carlos Lassance,Vincent Gripon,Jian Tang,Antonio Ortega 2019 IEEE Data Science Workshop (DSW), Jun 2019, Minneapolis, United States. pp.125-129, ⟨10.1109/DSW.2019.8755564⟩ Communication dans un congrès hal-02487448v1
Comparing linear structure-based and data-driven latent spatial representations for sequence prediction Myriam Bontonou,Carlos Lassance,Vincent Gripon,Nicolas Farrugia SPIE Optical Engineering + Applications, Aug 2019, San Diego, United States. ⟨10.1117/12.2528450⟩ Communication dans un congrès hal-02189734v1
Introducing Graph Smoothness Loss for Training Deep Learning Architectures Myriam Bontonou,Carlos Lassance,Ghouthi Boukli Hacene,Vincent Gripon,Jian Tanget al. 2019 IEEE Data Science Workshop (DSW), Jun 2019, Minneapolis, United States. pp.160-164, ⟨10.1109/DSW.2019.8755559⟩ Communication dans un congrès hal-02487427v1
Robustesse des réseaux de neurones profonds aux défaillances mémoire Ghouthi Boukli Hacene,François Leduc-Primeau,Amal Ben Soussia,Vincent Gripon,François Gagnon GRETSI, Aug 2019, Lille, France Communication dans un congrès hal-02871265v1
Training Modern Deep Neural Networks for Memory-Fault Robustness Ghouthi Boukli Hacene,François Leduc-Primeau,Amal Ben Soussia,Vincent Gripon,François Gagnon 2019 IEEE International Symposium on Circuits and Systems (ISCAS), May 2019, Sapporo, Japan. pp.1-5, ⟨10.1109/ISCAS.2019.8702382⟩ Communication dans un congrès hal-02487434v1
An Inside Look at Deep Neural Networks using Graph Signal Processing Vincent Gripon,Antonio Ortega,Benjamin Girault 2018 Information Theory and Applications Workshop (ITA), Feb 2018, San Diego, CA, United States. pp.1-9, ⟨10.1109/ITA.2018.8503214⟩ Communication dans un congrès hal-01959770v1
Improving Accuracy of Nonparametric Transfer Learning Via Vector Segmentation Vincent Gripon,Ghouthi Hacene,Matthias Lowe,Franck Vermet ICASSP 2018 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, France. ⟨10.1109/ICASSP.2018.8462273⟩ Communication dans un congrès hal-01919815v1
Matching Convolutional Neural Networks without Priors about Data Vincent Gripon,Carlos Eduardo Rosar Kos Lassance,Jean-Charles Vialatte DSW 2018 : IEEE Data Science Workshop, Jun 2018, Lausanne, France. ⟨10.1109/DSW.2018.8439900⟩ Communication dans un congrès hal-01875919v1
Graph-Projected Signal Processing Nicolas Grelier,Carlos Eduardo Rosar Kós Lassance,Elsa Dupraz,Vincent Gripon GlobalSIP 2018 : IEEE International Conference on Signal and Information Processing, Nov 2018, Anaheim, États-Unis. ⟨10.1109/GlobalSIP.2018.8646674⟩ Communication dans un congrès hal-02280720v1
An Intrinsic Difference Between Vanilla RNNs and GRU Models Tristan Stérin,Nicolas Farrugia,Vincent Gripon COGNITIVE 2017 : Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.76 - 81 Communication dans un congrès hal-01522887v1
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⟩ Communication dans un congrès hal-01754847v1
Translation sur graphe avec préservation du voisinage Nicolas Grelier,Bastien Pasdeloup,Jean-Charles Vialatte,Vincent Gripon GRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2017, Juan Les Pins, France Communication dans un congrès hal-01617209v1
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⟩ Communication dans un congrès hal-01656152v1
Tropical graph signal processing Vincent Gripon 2017 51st Asilomar Conference on Signals, Systems, and Computers, Oct 2017, Pacific Grove, France. ⟨10.1109/ACSSC.2017.8335134⟩ Communication dans un congrès hal-01875913v1
Learning local receptive fields and their weight sharing scheme on graphs Jean-Charles Vialatte,Vincent Gripon,Gilles Coppin 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Nov 2017, Montreal, France. ⟨10.1109/GlobalSIP.2017.8309034⟩ Communication dans un congrès hal-01773846v1
Performance of Neural Clique Networks Subject to Synaptic Noise Eliott Coyac,Vincent Gripon,Charlotte Langlais,Claude Berrou COGNITIVE 2017 : The Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.4 - 9 Communication dans un congrès hal-01522729v1
Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction Mathilde Menoret,Nicolas Farrugia,Bastien Pasdeloup,Vincent Gripon GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montreal, Canada. pp.618 - 622, ⟨10.1109/GlobalSIP.2017.8309033⟩ Communication dans un congrès hal-01761345v1
NoC-MRAM Architecture for Memory-Based Computing: database-search case study Mostafa Rizk,Jean-Philippe Diguet,Naoya Onizawa,Amer Baghdadi,Martha Johanna Sepulveda Florezet al. NEWCAS 2017 : 15th IEEE International New Circuits and Systems Conference, Jun 2017, Strasbourg, France. ⟨10.1109/NEWCAS.2017.8010167⟩ Communication dans un congrès hal-01528137v1
Finding All Matches in a Database using Binary Neural Networks Ghouthi Boukli Hacene,Vincent Gripon,Nicolas Farrugia,Matthieu Arzel,Michel Jezequel COGNITIVE 2017: The Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.59-64 Communication dans un congrès hal-01522646v1
A Turbo-Inspired Iterative Approach for Correspondence Problems of Image Features Ala Aboudib,Vincent Gripon,Gilles Coppin ISTC 2016 : 9th International symposium on Turbo Codes and Iterative Information Processing, Sep 2016, Brest, France. pp.226 - 230, ⟨10.1109/ISTC.2016.7593110⟩ Communication dans un congrès hal-01374636v1
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⟩ Communication dans un congrès hal-01502488v1
Towards a characterization of the Uncertainty cuve for graphs Bastien Pasdeloup,Vincent Gripon,Grégoire Mercier,Dominique Pastor ICASSP 2016 : 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. pp.4558 - 4562, ⟨10.1109/ICASSP.2016.7472540⟩ Communication dans un congrès hal-01574034v1
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 Communication dans un congrès hal-01511073v1
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 Communication dans un congrès hal-01374130v1
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 Communication dans un congrès hal-01500297v1
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⟩ Communication dans un congrès hal-01371020v1
Nearest Neighbour Search Using Binary Neural Networks Demetrio Ferro,Vincent Gripon,Xiaoran Jiang IJCNN 2016 : International Joint Conference on Neural Networks , Jul 2016, Vancouver, Canada. pp.5106 - 5112, ⟨10.1109/IJCNN.2016.7727873⟩ Communication dans un congrès hal-01611664v1
Massively parallel implementation of sparse message retrieval algorithms in Clustered Clique Networks Philippe Tigréat,Pierre-Henri Horrein,Vincent Gripon The 2016 International Conference on High Performance Computing & Simulation (HPCS2016), Jul 2016, Innsbrück, Austria. pp.935 - 939, ⟨10.1109/HPCSim.2016.7568434⟩ Communication dans un congrès hal-01503968v1
Characterizing graphs from diffused worshop Bastien Pasdeloup,Vincent Gripon,Dominique Pastor,Grégoire Mercier,Michael Rabbat GSP 2016 : Graph Signal Processing Workshop, May 2016, Philadelphia, United States Communication dans un congrès hal-01598379v1
Compression of Deep Neural Networks on the Fly Guillaume Soulie,Vincent Gripon,Maëlys Robert ICANN 2016 : 25th International Conference on Artificial Neural Networks, Sep 2016, Barcelone, Spain. pp.153 - 160 Communication dans un congrès hal-01371021v1
SimNet: A new algorithm for measuring brain networks similarity Ahmad Mheich,Mahmoud Hassan,Fabrice Wendling,Mohamad Khalil,Olivier Duforet al. ICABME 2015 : 3rd International Conference on Advances in Biomedical Engineering Advances in Biomedical Engineering, Sep 2015, Beyrouth, Lebanon. pp.119 - 122, ⟨10.1109/ICABME.2015.7323266⟩ Communication dans un congrès hal-01375613v1
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 Communication dans un congrès hal-02115988v1
A novel algorithm for measuring graph similarity: application to brain networks Ahmad Mheich,M. Hassan,Vincent Gripon,M. Khalil,C. Berrouet al. 7th Annual International IEEE EMBS Conference on Neural Engineering (NER), Apr 2015, Montpellier, France. pp.1068--1071 Communication dans un congrès hal-01380111v1
Algorithm and Implementation of an Associative Memory for Oriented Edge Detection Using Improved Clustered Neural Networks Robin Danilo,Hooman Jarollahi,Vincent Gripon,P Coussy,Laura Conde-Canenciaet al. 2015 International Symposium on Circuits and Systems (ISCAS 2015), May 2015, Lisbonne, Portugal. pp.2501 - 2504, ⟨10.1109/ISCAS.2015.7169193⟩ Communication dans un congrès hal-02116052v1
Automatic face recognition using SIFT and networks of tagged neural cliques Vincent Gripon,Ehsan Sedgh Gooya,Dominique Pastor International Conference on Advanced Cognitive Technologies and Applications 2015, Mar 2015, Nice, France. pp.57 - 61 Communication dans un congrès hal-02116078v1
Implementing Relational-Algebraic Operators for Improving Cognitive Abilities in Networks of Neural Cliques Ala Aboudib,Vincent Gripon,Baptiste Tessiau COGNITIVE 2015 : the 7th International Conference on Advanced Cognitive Technologies and Applications, Mar 2015, Nice, France. pp.36 - 41 Communication dans un congrès hal-01216082v1
Vers une caractérisation de la courbe d'incertitude pour des graphes portant des signaux Bastien Pasdeloup,Vincent Gripon,Grégoire Mercier,Dominique Pastor GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5 Communication dans un congrès hal-01270749v1
Graph reconstruction from the observation of diffused signals Bastien Pasdeloup,Michael Rabbat,Vincent Gripon,Dominique Pastor,Grégoire Mercier Allerton 2015 : 63th Annual Allerton conference on communication, control and Computing, Sep 2015, Allerton, United States. pp.1 - 5 Communication dans un congrès hal-01310966v1
Restricted Clustered Neural Network for Storing Real Data Robin Danilo,Philippe Coussy,Laura Conde-Canencia,Vincent Gripon,Warren Gross the 25th edition, May 2015, Pittsburgh, France. pp.205-210, ⟨10.1145/2742060.2743767⟩ Communication dans un congrès hal-02511104v1
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 Communication dans un congrès hal-01216084v1
Toward An Uncertainty Principle For Weighted Graphs Bastien Pasdeloup,Réda Alami,Vincent Gripon,Michael Rabbat EUSIPCO 2015 : 23rd European Signal Processing Conference, Aug 2015, Nice, France. pp.1496 - 1500, ⟨10.1109/EUSIPCO.2015.7362633⟩ Communication dans un congrès hal-01270655v1
Neural Associative Memories as Accelerators for Binary Vector Search Chendi Yu,Vincent Gripon,Xiaoran Jiang,Hervé Jégou COGNITIVE 2015 : 7th International Conference on Advanced Cognitive Technologies and Applications, Mar 2015, Nice, France. pp.85 - 89 Communication dans un congrès hal-01311588v1
Towards a Spectral Characterization of Signals Supported on Small-World Networks Michael Rabbat,Vincent Gripon ICASSP 2014 : IEEE International Conferences on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.4793-4797, ⟨10.1109/ICASSP.2014.6854512⟩ Communication dans un congrès hal-01057352v1
Algorithm and Architecture for a Multiple-Field Context-Driven Search Engine Using Fully-Parallel Clustered Associative Memories Hooman Jarollahi,Naoya Onizawa,Vincent Gripon,Takahiro Hanyu,Warren Gross SiPS 2014 : IEEE International Workshop on Signal Processing Systems, Oct 2014, Belfast, United Kingdom. pp.1 - 6, ⟨10.1109/SiPS.2014.6986075⟩ Communication dans un congrès hal-01170527v1
Sparse Binary Matrices as Efficient Associative Memories Vincent Gripon,Vitaly Skachek,Michael Rabbat Allerton 2014 : 52nd Annual Conference on Communication, Control, and Computing, Oct 2014, Monticello, United States. pp.499 - 504, ⟨10.1109/ALLERTON.2014.7028496⟩ Communication dans un congrès hal-01170524v1
A GPU-based Associative Memory using Sparse Neural Networks Zhe Yao,Vincent Gripon HPCS 2014 : the international conference on High Performance Computing and Simulation, Jul 2014, Bologna, Italy. pp.688 - 692, ⟨10.1109/HPCSim.2014.6903755⟩ Communication dans un congrès hal-01174294v1
A study of retrieval algorithms of sparse messages in networks of neural cliques Ala Aboudib,Vincent Gripon,Xiaoran Jiang COGNITIVE 2014: 6th International Conference on Advanced Cognitive Technologies and Applications, May 2014, Venise, Italy. pp.140-146 Communication dans un congrès hal-01058303v1
Information, Noise, Coding, Modulation: What about the Brain? Claude Berrou,Olivier Dufor,Vincent Gripon,Xiaoran Jiang ISTC 2014 : 8th International Symposium on Turbo Codes and Iterative Information Processing, Aug 2014, Brême, Germany. pp.167 - 172, ⟨10.1109/ISTC.2014.6955107⟩ Communication dans un congrès hal-01170344v1
Huffman Coding for Storing Non-uniformly Distributed Messages in Networks of Neural Cliques Bartosz Boguslawski,Vincent Gripon,Fabrice Seguin,Frédéric Heitzmann AAAI 2014 : the 28th Conference on Artificial Intelligence, Jul 2014, Québec, Canada. pp.262-268 Communication dans un congrès hal-01058337v1
Cluster-based Associative Memories Built From Unreliable Storage François Leduc-Primeau,Vincent Gripon,Michael Rabbat,Warren Gross ICASSP 2014 : IEEE International Conferences on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.8370-8374, ⟨10.1109/ICASSP.2014.6855234⟩ Communication dans un congrès hal-01057357v1
A Low-Power Content-Adressable-Memory Based on Clustered-Sparse-Networks Hooman Jarollahi,Vincent Gripon,Naoya Onizawa,Warren J. Gross ASAP 2013 : 24th IEEE International Conference on Application-specific Systems, Architectures and Processors, Jun 2013, Washington, United States Communication dans un congrès hal-00856950v1
Reconstructing a Graph from Path Traces Vincent Gripon,Michael Rabbat ISIT 2013 : proceedings of the IEEE International Symposium on Information Theory, Jul 2013, Istanbul, Turkey Communication dans un congrès hal-00857104v1
A mental information theory Claude Berrou,Vincent Gripon,Xiaoran Jiang,Behrooz Kamary Aliabadi French-Israeli Inter-Academic Meeting on Mathematics, May 2013, Paris, France Communication dans un congrès hal-00960537v1
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 Communication dans un congrès 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 Communication dans un congrès hal-01057346v1
Maximum Likelihood Associative Memories Vincent Gripon,Michael Rabbat ITW 2013 : IEEE Information Theory Workshop, Sep 2013, Seville, Spain. pp.1 - 5 Communication dans un congrès hal-01057348v1
Codes sur graphes et mémoire cérébrale Claude Berrou,Vincent Gripon,Olivier Dufor,Xiaoran Jiang,Behrooz Kamary Aliabadi GRETSI 2013 : 24ème colloque du Groupement de Recherche en Traitement du Signal, Sep 2013, Brest, France Communication dans un congrès hal-00960535v1
Reduced-complexity binary-weight-coded associative memories Hooman Jarollahi,Naoya Onizawa,Vincent Gripon,Warren J. Gross ICASSP 2013 : the 38th IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada Communication dans un congrès hal-00857216v1
Learning long sequences in binary neural networks Xiaoran Jiang,Vincent Gripon,Claude Berrou Cognitive 2012 : 4th International Conference on Advanced Cognitive Technologies and Applications, Jul 2012, Nice, France. pp.165 - 170 Communication dans un congrès hal-01056538v1
Compressing multisets using tries Vincent Gripon,Michael Rabbat,Vitaly Skachek,Warren J. Gross ITW 2012 : IEEE Information Theory Workshop, Sep 2012, Lausanne, Switzerland. pp.642-646, ⟨10.1109/ITW.2012.6404756⟩ Communication dans un congrès hal-01056521v1
Random clique codes Vincent Gripon,Vitaly Skachek,Warren J. Gross,Michael Rabbat ISTC 2012 : 7th International Symposium on Turbo Codes and Iterative Information Processing, Aug 2012, Gothenburg, Suède. pp.121-125, ⟨10.1109/ISTC.2012.6325211⟩ Communication dans un congrès hal-01056543v1
Architecture and Implementation of an Associative Memory Using Sparse Clustered Networks Hooman Jarollahi,Naoya Onizawa,Vincent Gripon,Warren J. Gross ISCAS 2012 : IEEE International Symposium on Circuits and Systems, May 2012, Seoul, South Korea. pp.2901-2904, ⟨10.1109/ISCAS.2012.6271922⟩ Communication dans un congrès hal-01056534v1
Nearly-optimal associative memories based on distributed constant weight codes Vincent Gripon,Claude Berrou ITA 2012 : Information Theory and Applications Workshop, Sep 2012, Lausanne, Switzerland. pp.269 - 273, ⟨10.1109/ITA.2012.6181790⟩ Communication dans un congrès hal-01056531v1
A simple and efficient way to store many messages using neural cliques Vincent Gripon,Claude Berrou CCMB 2011: IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, May 2011, Paris, France Communication dans un congrès hal-01056522v1
Coded hopfield networks Claude Berrou,Vincent Gripon 6th International Symposium on Turbo codes, Sep 2010, Brest, France. pp.1 - 5, ⟨10.1109/ISTC.2010.5613860⟩ Communication dans un congrès hal-00565939v1
Qualitative Concurrent Stochastic Games with Imperfect Information Vincent Gripon,Olivier Serre Automata, Languages and Programming, 36th International Colloquium, ICALP 2009, Jul 2009, Rhodes, Greece. pp.200-211 Communication dans un congrès hal-00360857v3

Poster de conférence (3)

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 Poster de conférence hal-01325893v1
Algorithm and Implementation of an Associative Memory for Oriented Edge Detection Using Improved Clustered Neural Networks Robin Danilo,Hooman Jarollahi,Philippe Coussy,Vincent Gripon,Laura Conde Canencia International Workshop on Neuromorphic and Brain-Based Computing Systems (Neucomp), Mar 2015, Grenoble, France Poster de conférence hal-02511239v1
Impact du bruit synaptique sur les performances des réseaux de cliques neurales Eliott Coyac,Vincent Gripon,Charlotte Langlais GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5 Poster de conférence hal-01311977v1

Ouvrages (1)

Petite mathématique du cerveau Claude Berrou,Vincent Gripon Odile Jacob, pp.160, 2012, Sciences, 978-2-7381-2838-6 Ouvrages hal-00796055v1

Chapitre d'ouvrage (3)

Graphs as Tools to Improve Deep Learning Methods Carlos Lassance,Myriam Bontonou,Mounia Hamidouche,Bastien Pasdeloup,Lucas Drumetzet al. Advances in Artificial Intelligence: Reviews, 2, International Frequency Sensor Association (IFSA) Publishing, In press Chapitre d'ouvrage hal-03377563v1
Transfer Learning with Sparse Associative Memories Quentin Jodelet,Vincent Gripon,Masafumi Hagiwara Theoretical Neural Computation, pp.497-512, 2019, ⟨10.1007/978-3-030-30487-4_39⟩ Chapitre d'ouvrage hal-02487451v1
Uncertainty principle on graphs Bastien Pasdeloup,Vincent Gripon,Réda Alami,Michael Rabbat Vertex-Frequency Analysis of Graph Signals, pp.317-340, 2019, Signals and Communication Technology book series (SCT), ⟨10.1007/978-3-030-03574-7_9⟩ Chapitre d'ouvrage hal-01944835v1

Brevet (4)

Compression par régularisation sélective de réseaux de neurones pour la conduite autonome Hugo Tessier,Thomas Hannagan,Vincent Gripon France, N° de brevet: FR3114420. 2022 Brevet hal-04132452v1
Compression par régularisation sélective de réseaux de neurones pour la conduite autonome Hugo Tessier,Thomas Hannagan,Vincent Gripon France, N° de brevet: FR3113272. 2022 Brevet hal-04132455v1
Compression automatisée de réseaux de neurones pour la conduite autonome Hugo Tessier,Thomas Hannagan,Vincent Gripon France, Patent n° : FR3113273. 2022 Brevet hal-04132458v1
Dispositif d'apprentissage et de décodage de messages, mettant en œuvre un réseau de neurones, procédés d'apprentissage et de décodage et programmes d'ordinateur correspondants Claude Berrou,Vincent Gripon France, N° de brevet: WO2012025583. DI-TBN-10-003. 2012 Brevet hal-03770010v1

Autre publication scientifique (1)

Games with imperfect information. Vincent Gripon 2008 Autre publication scientifique hal-00347838v1

Pré-publication, Document de travail (7)

MONET: Modeling and Optimization of neural NEtwork Training from Edge to Data Centers IEEE Publication Jérémy Morlier,Mathieu Leonardon,Vincent Gripon 2026 Pré-publication, Document de travail hal-05536855v1
Few and Fewer: Learning better from few examples using fewer base classes Raphael Lafargue,Yassir Bendou,Bastien Pasdeloup,Jean-Philippe Diguet,Ian Reidet al. 2024 Pré-publication, Document de travail hal-04737094v1
A Unified Deep Learning Formalism For Processing Graph Signals Myriam Bontonou,Carlos Lassance,Jean-Charles Vialatte,Vincent Gripon 2020 Pré-publication, Document de travail hal-02487422v1
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization Miloš Nikolić,Ghouthi Boukli Hacene,Ciaran Bannon,Alberto Delmas Lascorz,Matthieu Courbariauxet al. 2020 Pré-publication, Document de travail hal-02487489v1
Attention Based Pruning for Shift Networks Ghouthi Boukli Hacene,Carlos Lassance,Vincent Gripon,Matthieu Courbariaux,Yoshua Bengio 2019 Pré-publication, Document de travail hal-02051580v2
Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks Ghouthi Boukli Hacene,Vincent Gripon,Matthieu Arzel,Nicolas Farrugia,Yoshua Bengio 2018 Pré-publication, Document de travail hal-01965304v1
Tropical Graph Signal Processing Vincent Gripon 2017 Pré-publication, Document de travail hal-01527695v2

Thèse (1)

Networks of Neural Cliques Vincent Gripon Neural and Evolutionary Computing [cs.NE]. Télécom Bretagne, 2011. English. ⟨NNT : ⟩ Thèse tel-00743809v1

HDR (1)

Efficient Representations for Graph and Neural Network Signals Vincent Gripon Machine Learning [cs.LG]. ENS Lyon, 2020 HDR tel-03097485v1