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Books and Theses
- 2018
[b1]Jean-Charles Vialatte:
On convolution of graph signals and deep learning on graph domains. (Convolution et apprentissage profond sur graphes). École nationale supérieure Mines-Télécom Atlantique, France, 2018
Conference and Workshop Papers
- 2018
- [c3]Carlos Eduardo Rosar Kós Lassance, Jean-Charles Vialatte, Vincent Gripon:
Matching Convolutional Neural Networks without Priors about Data. DSW 2018: 234-238 - 2017
- [c2]Jean-Charles Vialatte, Vincent Gripon, Gilles Coppin
:
Learning local receptive fields and their weight sharing scheme on graphs. GlobalSIP 2017: 623-627 - 2016
- [c1]Nicolas Grelier, Bastien Pasdeloup, Jean-Charles Vialatte, Vincent Gripon:
Neighborhood-preserving translations on graphs. GlobalSIP 2016: 410-414
Informal and Other Publications
- 2019
- [i8]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) - 2018
- [i7]Carlos Eduardo Rosar Kós Lassance, Jean-Charles Vialatte, Vincent Gripon:
Matching Convolutional Neural Networks without Priors about Data. CoRR abs/1802.09802 (2018) - 2017
- [i6]Jean-Charles Vialatte, François Leduc-Primeau:
A Study of Deep Learning Robustness Against Computation Failures. CoRR abs/1704.05396 (2017) - [i5]Jean-Charles Vialatte, Vincent Gripon, Gilles Coppin:
Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs. CoRR abs/1706.02684 (2017) - [i4]Bastien Pasdeloup, Vincent Gripon, Nicolas Grelier, Jean-Charles Vialatte, Dominique Pastor:
Translations on graphs with neighborhood preservation. CoRR abs/1709.03859 (2017) - [i3]Bastien Pasdeloup, Vincent Gripon, Jean-Charles Vialatte, Dominique Pastor:
Convolutional neural networks on irregular domains through approximate translations on inferred graphs. CoRR abs/1710.10035 (2017) - 2016
- [i2]Jean-Charles Vialatte, Vincent Gripon, Grégoire Mercier:
Generalizing the Convolution Operator to Extend CNNs to Irregular Domains. CoRR abs/1606.01166 (2016) - [i1]Nicolas Grelier, Bastien Pasdeloup, Jean-Charles Vialatte, Vincent Gripon:
Neighborhood-Preserving Translations on Graphs. CoRR abs/1606.02479 (2016)
Coauthor Index
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