Search Results for author: Bilal Faye

Found 5 papers, 1 papers with code

Supervised Batch Normalization

no code implementations27 May 2024 Bilal Faye, Mustapha Lebbah, Hanane Azzag

We expand normalization beyond traditional single mean and variance parameters, enabling the identification of data modes prior to training.

Cluster-Based Normalization Layer for Neural Networks

1 code implementation25 Mar 2024 Bilal Faye, Hanane Azzag, Mustapha Lebbah

Similarly, mixture normalization (MN) encounters computational barriers in handling diverse Gaussian distributions.

Clustering

Context-Based Multimodal Fusion

no code implementations7 Mar 2024 Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra

Additionally, the network learns to differentiate embeddings of different modalities through fusion with context and aligns data distributions using a contrastive approach for self-supervised learning.

Self-Supervised Learning

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