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ORCIDVincent Gripon
- > Home > Persons > Vincent Gripon
Publications
- 2021
[j15]Myriam Bontonou
, Louis Béthune, Vincent Gripon:
Predicting the Generalization Ability of a Few-Shot Classifier. Inf. 12(1): 29 (2021)- [c62]Myriam Bontonou, Nicolas Farrugia, Vincent Gripon:
Similarity between Base and Novel Classes: a Predictor of the Performance in Few-Shot Classification of Brain Activation Maps? ACSCC 2021: 1288-1291 - [c61]Myriam Bontonou, Giulia Lioi, Nicolas Farrugia, Vincent Gripon:
Few-Shot Decoding of Brain Activation Maps. EUSIPCO 2021: 1326-1330 - [i59]Myriam Bontonou, Nicolas Farrugia, Vincent Gripon:
Graph-LDA: Graph Structure Priors to Improve the Accuracy in Few-Shot Classification. CoRR abs/2108.10427 (2021) - [i58]Carlos Lassance, Myriam Bontonou, Mounia Hamidouche, Bastien Pasdeloup, Lucas Drumetz, Vincent Gripon:
Graphs as Tools to Improve Deep Learning Methods. CoRR abs/2110.03999 (2021) - 2020
- [c55]Carlos Lassance, Myriam Bontonou, Ghouthi Boukli Hacene, Vincent Gripon, Jian Tang, Antonio Ortega:
Deep Geometric Knowledge Distillation with Graphs. ICASSP 2020: 8484-8488 - [i52]Myriam Bontonou, Louis Béthune, Vincent Gripon:
Predicting the Accuracy of a Few-Shot Classifier. CoRR abs/2007.04238 (2020) - [i47]Myriam Bontonou, Nicolas Farrugia, Vincent Gripon:
Few-shot Learning for Decoding Brain Signals. CoRR abs/2010.12500 (2020) - [i44]Carlos Lassance, Louis Béthune, Myriam Bontonou, Mounia Hamidouche, Vincent Gripon:
Ranking Deep Learning Generalization using Label Variation in Latent Geometry Graphs. CoRR abs/2011.12737 (2020) - 2019
- [c48]Myriam Bontonou, Carlos Eduardo Rosar Kós Lassance, Ghouthi Boukli Hacene, Vincent Gripon, Jian Tang, Antonio Ortega:
Introducing Graph Smoothness Loss for Training Deep Learning Architectures. DSW 2019: 160-164 - [i41]Myriam Bontonou, Carlos Eduardo Rosar Kós Lassance, Ghouthi Boukli Hacene, Vincent Gripon, Jian Tang, Antonio Ortega:
Introducing Graph Smoothness Loss for Training Deep Learning Architectures. CoRR abs/1905.00301 (2019) - [i40]Myriam Bontonou, Carlos Eduardo Rosar Kós Lassance, Jean-Charles Vialatte, Vincent Gripon:
A Unified Deep Learning Formalism For Processing Graph Signals. CoRR abs/1905.00496 (2019) - [i38]Myriam Bontonou, Carlos Eduardo Rosar Kós Lassance, Vincent Gripon, Nicolas Farrugia:
Comparing linear structure-based and data-driven latent spatial representations for sequence prediction. CoRR abs/1908.06868 (2019) - [i35]Carlos Eduardo Rosar Kós Lassance, Myriam Bontonou, Ghouthi Boukli Hacene, Vincent Gripon, Jian Tang, Antonio Ortega:
Deep geometric knowledge distillation with graphs. CoRR abs/1911.03080 (2019)
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