Aymene Mohammed Bouayed

According to our database, Aymene Mohammed Bouayed authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Conditional-t³VAE: Equitable Latent Space Allocation for Fair Generation.

Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Adrian Iaccovelli, David Naccache

CoRR, September, 2025

CNN Interpretability with Multivector Tucker Saliency Maps for Self-Supervised Models.

Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Adrian Iacovelli, David Naccache

Trans. Mach. Learn. Res., 2025

2024

CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models.

Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Adrian Iaccovelli, David Naccache

CoRR, 2024

2023

Simplex Autoencoders.

Aymene Mohammed Bouayed, David Naccache

CoRR, 2023

Sampling From Autoencoders' Latent Space via Quantization And Probability Mass Function Concepts.

Aymene Mohammed Bouayed, Adrian Iaccovelli, David Naccache

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

2022

CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identification.

Aymene Mohammed Bouayed, Samuel Deslauriers-Gauthier, Mauro Zucchelli, Rachid Deriche

Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

2020

Improving Auto-Encoders' self-supervised image classification using pseudo-labelling via data augmentation and the perceptual loss.

Aymene Mohammed Bouayed, Karim Atif, Rachid Deriche, Abdelhakim Saim

CoRR, 2020