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Vincent Gripon
Vincent Gripon
IMT Atlantique and Lab-STICC
Adresse e-mail validée de imt-atlantique.fr - Page d'accueil
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Leveraging the feature distribution in transfer-based few-shot learning
Y Hu, V Gripon, S Pateux
International Conference on Artificial Neural Networks, 487-499, 2021
2162021
Sparse neural networks with large learning diversity
V Gripon, C Berrou
IEEE transactions on neural networks 22 (7), 1087-1096, 2011
2032011
Characterization and inference of graph diffusion processes from observations of stationary signals
B Pasdeloup, V Gripon, G Mercier, D Pastor, MG Rabbat
IEEE transactions on Signal and Information Processing over Networks 4 (3 …, 2017
1882017
Quantization and deployment of deep neural networks on microcontrollers
PE Novac, G Boukli Hacene, A Pegatoquet, B Miramond, V Gripon
Sensors 21 (9), 2984, 2021
1752021
Easy—ensemble augmented-shot-y-shaped learning: State-of-the-art few-shot classification with simple components
Y Bendou, Y Hu, R Lafargue, G Lioi, B Pasdeloup, S Pateux, V Gripon
Journal of Imaging 8 (7), 179, 2022
942022
Vertex-frequency analysis of graph signals
L Stanković, E Sejdić
Springer International Publishing, 2019
832019
Evaluating graph signal processing for neuroimaging through classification and dimensionality reduction
M Ménoret, N Farrugia, B Pasdeloup, V Gripon
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
802017
Memory vectors for similarity search in high-dimensional spaces
A Iscen, T Furon, V Gripon, M Rabbat, H Jégou
IEEE transactions on big data 4 (1), 65-77, 2017
742017
Deep geometric knowledge distillation with graphs
C Lassance, M Bontonou, GB Hacene, V Gripon, J Tang, A Ortega
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
522020
Storing sparse messages in networks of neural cliques
BK Aliabadi, C Berrou, V Gripon, X Jiang
IEEE Transactions on neural networks and learning systems 25 (5), 980-989, 2013
522013
Nearly-optimal associative memories based on distributed constant weight codes
V Gripon, C Berrou
2012 Information Theory and Applications Workshop, 269-273, 2012
522012
A nonvolatile associative memory-based context-driven search engine using 90 nm CMOS/MTJ-hybrid logic-in-memory architecture
H Jarollahi, N Onizawa, V Gripon, N Sakimura, T Sugibayashi, T Endoh, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 4 (4 …, 2014
512014
Squeezing backbone feature distributions to the max for efficient few-shot learning
Y Hu, S Pateux, V Gripon
Algorithms 15 (5), 147, 2022
492022
Algorithm and architecture for a low-power content-addressable memory based on sparse clustered networks
H Jarollahi, V Gripon, N Onizawa, WJ Gross
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (4), 642-653, 2014
492014
A simple and efficient way to store many messages using neural cliques
V Gripon, C Berrou
2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms …, 2011
402011
Attention based pruning for shift networks
GB Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio
2020 25th International Conference on Pattern Recognition (ICPR), 4054-4061, 2021
392021
SimiNet: a novel method for quantifying brain network similarity
A Mheich, M Hassan, M Khalil, V Gripon, O Dufor, F Wendling
IEEE transactions on pattern analysis and machine intelligence 40 (9), 2238-2249, 2017
392017
Architecture and implementation of an associative memory using sparse clustered networks
H Jarollahi, N Onizawa, V Gripon, WJ Gross
2012 IEEE International Symposium on Circuits and Systems (ISCAS), 2901-2904, 2012
392012
Rethinking weight decay for efficient neural network pruning
H Tessier, V Gripon, M Léonardon, M Arzel, T Hannagan, D Bertrand
Journal of Imaging 8 (3), 64, 2022
382022
A comparative study of sparse associative memories
V Gripon, J Heusel, M Löwe, F Vermet
Journal of Statistical Physics 164, 105-129, 2016
362016
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