Raphaël Baena

According to our database, Raphaël Baena authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

On Transfer in Classification: How Well do Subsets of Classes Generalize?

Raphaël Baena, Lucas Drumetz, Vincent Gripon

CoRR, 2024

2023

Beyond the training task in classification: looking at extension of the notion of generalization. (Au-delà de la tâche d'entraînement en classification: élargir la notion de généralisation).

Raphaël Baena

PhD thesis, 2023

Entropy Based Feature Regularization to Improve Transferability of Deep Learning Models.

Raphaël Baena, Lucas Drumetz, Vincent Gripon

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Preserving Fine-Grain Feature Information in Classification via Entropic Regularization.

Raphaël Baena, Lucas Drumetz, Vincent Gripon

CoRR, 2022

Preventing Manifold Intrusion with Locality: Local Mixup.

Raphaël Baena, Lucas Drumetz, Vincent Gripon

CoRR, 2022

A Local Mixup to Prevent Manifold Intrusion.

Raphaël Baena, Lucas Drumetz, Vincent Gripon

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Inferring Graph Signal Translations as Invariant Transformations for Classification Tasks.

Raphaël Baena, Lucas Drumetz, Vincent Gripon

Proceedings of the 29th European Signal Processing Conference, 2021