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Simon Carbonnelle

According to our database1, Simon Carbonnelle authored at least 5 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Towards understanding deep learning with the natural clustering prior.
[BibTeX]
[DOI]
Simon Carbonnelle
PhD thesis, 2022

Towards understanding deep learning with the natural clustering prior.
[BibTeX]
[DOI]
Simon Carbonnelle
CoRR, 2022

2021
Intraclass clustering: an implicit learning ability that regularizes DNNs.
[BibTeX]
[DOI]
Simon Carbonnelle
,
Christophe De Vleeschouwer
Proceedings of the 9th International Conference on Learning Representations, 2021

2019
Experimental study of the neuron-level mechanisms emerging from backpropagation.
[BibTeX]
[DOI]
Simon Carbonnelle
,
Christophe De Vleeschouwer
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018
On layer-level control of DNN training and its impact on generalization.
[BibTeX]
[DOI]
Simon Carbonnelle
,
Christophe De Vleeschouwer
CoRR, 2018


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