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Vincent Gripon

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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⟩
Journal articles hal-04591752v1
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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⟩
Journal articles hal-03675145v1
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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 Pasdeloup
Journal of Imaging, 2022, 8 (7), pp.179. ⟨10.3390/jimaging8070179⟩
Journal articles hal-03714237v1
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Rethinking Weight Decay for Efficient Neural Network Pruning

Hugo Tessier , Vincent Gripon , Mathieu Leonardon , Matthieu Arzel , Thomas Hannagan
Journal of Imaging, 2022, 8 (3), pp.64. ⟨10.3390/jimaging8030064⟩
Journal articles hal-03675138v1
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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⟩
Journal articles hal-03238788v1
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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⟩
Journal articles hal-03238786v1
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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⟩
Journal articles hal-03238781v1
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Representing Deep Neural Networks Latent Space Geometries with Graphs

Carlos Lassance , Vincent Gripon , Antonio Ortega
Algorithms, 2021, 14 (2), pp.39. ⟨10.3390/a14020039⟩
Journal articles hal-03238776v1
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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⟩
Journal articles hal-03134179v1
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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⟩
Journal articles hal-02487479v1

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⟩
Journal articles hal-02273161v1

Associative Memories to Accelerate Approximate Nearest Neighbor Search

Vincent Gripon , Matthias Löwe , Franck Vermet
Applied Sciences, 2018, 8 (9), ⟨10.3390/app8091676⟩
Journal articles hal-01875907v1

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⟩
Journal articles hal-01875916v1
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SimiNet: a Novel Method for Quantifying Brain Network Similarity

Ahmad Mheich , Mahmoud Hassan , Mohamad Khalil , Vincent Gripon , Olivier Dufor
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 40 (9), pp.2238-2249. ⟨10.1109/TPAMI.2017.2750160⟩
Journal articles hal-01591250v1

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

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⟩
Journal articles hal-01759090v1
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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⟩
Journal articles hal-01481220v1

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⟩
Journal articles hal-01511159v1
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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
Journal articles 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⟩
Journal articles hal-01271611v1

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⟩
Journal articles 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⟩
Journal articles hal-01308341v1
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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⟩
Journal articles hal-01374657v1

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⟩
Journal articles 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
Journal articles hal-01057361v1

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 Sugibayashi
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2014, 4 (4), pp.460 - 474. ⟨10.1109/JETCAS.2014.2361061⟩
Journal articles hal-01172742v1

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

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⟩
Journal articles hal-00609246v1

Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities

Yassine El Ouahidi , Lucas Drumetz , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup
ICASSP 2023: IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10097201⟩
Conference papers hal-04173113v1
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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 Pasdeloup
GRETSI'23: XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04507161v1

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⟩
Conference papers hal-04173107v1
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Régularisation entropique des vecteurs de caractéristiques d'un réseau de neurones pour une meilleur transférabilité

Raphael Baena , Lucas Drumetz , Vincent Gripon
GRETSI 2023, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images GRETSI, Aug 2023, Grenoble (FRANCE), France
Conference papers hal-04058379v1
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Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification

Yuqing Hu , Stéphane Pateux , Vincent Gripon
26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), Apr 2023, Valence, Spain. pp.5899-5917
Conference papers 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⟩
Conference papers hal-04173117v1
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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
Conference papers hal-03690074v1

Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding

Yassine El Ouahidi , Hugo Tessier , Giulia Lioi , Nicolas Farrugia , Bastien Pasdeloup
EUSIPCO 2022: 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. pp.937-941, ⟨10.23919/EUSIPCO55093.2022.9909966⟩
Conference papers hal-04173125v1
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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 Pasdeloup
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03696640v1

Leveraging Structured Pruning of Convolutional Neural Networks

Hugo Tessier , Vincent Gripon , Mathieu Leonardon , Matthieu Arzel , David Bertrand
SiPS 2022: IEEE Workshop on Signal Processing Systems, Nov 2022, Rennes, France. pp.1-6, ⟨10.1109/SiPS55645.2022.9919253⟩
Conference papers hal-03767634v1
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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
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Élagage de réseaux profond de neurones par dégradation sélective des pondérations

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , Thomas Hannagan
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03695958v1
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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
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03694660v1
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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
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Investigating the Not-So-Obvious Effects of Structured Pruning

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , David Bertrand
ICML 2022 - Hardware-aware efficient training (HAET), Jul 2022, Baltimore, United States
Conference papers hal-03706472v1
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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⟩
Conference papers hal-03850858v1

Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , David Bertrand
SYSINT 2022: International Conference on System-Integrated Intelligence, Springer, Sep 2022, Genova, Italy. pp.553-563, ⟨10.1007/978-3-031-16281-7_52⟩
Conference papers hal-03767636v1

Improving Classification Accuracy With Graph Filtering

M. Hamidouche , C. Lassance , Y. Hu , Lucas Drumetz , Bastien Pasdeloup
ICIP 2021: IEEE International Conference on Image Processing, Sep 2021, Anchorage, United States. pp.334-338, ⟨10.1109/ICIP42928.2021.9506042⟩
Conference papers hal-03675142v1

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⟩
Conference papers hal-03238789v1
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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⟩
Conference papers hal-03238771v1

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⟩
Conference papers hal-03675135v1

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⟩
Conference papers hal-03675137v1

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⟩
Conference papers hal-03238774v1

Deep Geometric Knowledge Distillation with Graphs

Carlos Lassance , Myriam Bontonou , Ghouthi Boukli Hacene , Vincent Gripon , Jian Tang
ICASSP 2020: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.8484-8488, ⟨10.1109/ICASSP40776.2020.9053986⟩
Conference papers hal-02871309v1

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⟩
Conference papers hal-02934543v1

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⟩
Conference papers hal-02934233v1
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Robustesse structurelle des architectures d'apprentissage profond

Carlos Lassance , Vincent Gripon , Jian Tang , Antonio Ortega
GRETSI, Aug 2020, Lille, France
Conference papers hal-02871252v1
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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
Conference papers hal-02871259v1

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
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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⟩
Conference papers hal-02189734v1

Introducing Graph Smoothness Loss for Training Deep Learning Architectures

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

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⟩
Conference papers hal-02487434v1
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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
Conference papers hal-02871265v1

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⟩
Conference papers hal-02487448v1

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⟩
Conference papers hal-02487476v1

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⟩
Conference papers hal-01875919v1

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⟩
Conference papers 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⟩
Conference papers hal-01919815v1

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⟩
Conference papers hal-02280720v1

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
Conference papers hal-01617209v1

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
Conference papers hal-01522887v1
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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

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⟩
Conference papers 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⟩
Conference papers 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
Conference papers 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⟩
Conference papers hal-01761345v1
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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

NoC-MRAM Architecture for Memory-Based Computing: database-search case study

Mostafa Rizk , Jean-Philippe Diguet , Naoya Onizawa , Amer Baghdadi , Martha Johanna Sepulveda Florez
NEWCAS 2017 : 15th IEEE International New Circuits and Systems Conference, Jun 2017, Strasbourg, France. ⟨10.1109/NEWCAS.2017.8010167⟩
Conference papers hal-01528137v1
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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
Conference papers hal-01522646v1

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
Conference papers hal-01371021v1

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⟩
Conference papers hal-01574034v1
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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

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⟩
Conference papers hal-01611664v1
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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⟩
Conference papers 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
Conference papers hal-01598379v1

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

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
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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

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

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⟩
Conference papers hal-01374636v1
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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-01216084v1

Algorithm and implementation of an associative memory for oriented edge detection using improved clustered neural networks

Robin Danilo , Hooman Jarollahi , Vincent Gripon , Philippe Coussy , Laura Conde-Canencia
2015 IEEE International Symposium on Circuits and Systems (ISCAS), May 2015, Lisbon, France. pp.2501-2504, ⟨10.1109/ISCAS.2015.7169193⟩
Conference papers hal-02511117v1

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⟩
Conference papers hal-02511104v1
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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⟩
Conference papers hal-01270655v1

SimNet: A new algorithm for measuring brain networks similarity

Ahmad Mheich , Mahmoud Hassan , Fabrice Wendling , Mohamad Khalil , Olivier Dufor
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⟩
Conference papers hal-01375613v1

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
Conference papers hal-02116078v1
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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
Conference papers hal-01310966v1
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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
Conference papers hal-01270749v1
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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
Conference papers hal-01216082v1
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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-Canencia
2015 International Symposium on Circuits and Systems (ISCAS 2015), May 2015, Lisbonne, Portugal. pp.2501 - 2504, ⟨10.1109/ISCAS.2015.7169193⟩
Conference papers hal-02116052v1

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

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

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

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
Conference papers hal-01311588v1

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
Conference papers 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⟩
Conference papers hal-01057357v1

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⟩
Conference papers hal-01170344v1

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
Conference papers hal-01058303v1

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⟩
Conference papers hal-01174294v1

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⟩
Conference papers hal-01170524v1

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⟩
Conference papers hal-01170527v1

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⟩
Conference papers hal-01057352v1

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
Conference papers hal-00960535v1

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
Conference papers hal-00857104v1

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
Conference papers hal-00856950v1

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

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

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

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

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
Conference papers hal-00857216v1

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⟩
Conference papers 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⟩
Conference papers 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⟩
Conference papers hal-01056534v1

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
Conference papers hal-01056538v1

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⟩
Conference papers 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
Conference papers 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⟩
Conference papers hal-00565939v1
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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
Conference papers hal-00360857v3

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
Conference poster hal-01311977v1

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
Conference poster hal-02511239v1

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

Petite mathématique du cerveau

Claude Berrou , Vincent Gripon
Odile Jacob, pp.160, 2012, Sciences, 978-2-7381-2838-6
Books hal-00796055v1
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Networks of Neural Cliques

Vincent Gripon
Neural and Evolutionary Computing [cs.NE]. Télécom Bretagne, 2011. English. ⟨NNT : ⟩
Theses tel-00743809v1
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Efficient Representations for Graph and Neural Network Signals

Vincent Gripon
Machine Learning [cs.LG]. ENS Lyon, 2020
Habilitation à diriger des recherches tel-03097485v1