Bilal FAYE

PUBLISHED ARTICLES

• Adaptative Context Normalization: A Boost for Deep Learning in Image Processing

Authors:  Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra

Conference: IEEE International Conference on Image Processing (ICIP)

Link: Paper  

• Lightweight Cross-Modal Representation Learning

Authors: Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra

Conference: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)

Link: Paper 

• UAN: Unsupervised Adaptive Normalization

Authors: Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Feng

Conference: World Congress on Computational Intelligence (WCCI)

Link: Paper 

• Normalisation Contextuelle : Une Nouvelle Approche pour la Stabilité et l'Amélioration des Performances des Réseaux de Neurones

Authors: Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Feng

Conference: Extraction et la Gestion des Connaissances (EGC)

Link: Paper 

• Context Normalization Layer with Applications

Authors: Bilal Faye, Hanane Azzag, Mustapha Lebbah, Mohamed-Djallel Dilmi, Djamel Bouchaffra

Conference: IEEE International Conference on Data Mining Workshops (ICDMW)

Link: Paper 

• The SPECTRANS System Description for the WMT21 Terminology Task

Authors: Nicolas Ballier, Dahn Cho, Bilal Faye, Zong-You Ke, Hanna Martikainen, Mojca Pecman, Jean-Baptiste Yunès, Guillaume Wisniewski, Lichao Zhu, Maria Zimina-Poirot

Conference: EMNLP 2021 Sixth Conference on Machine Translation (WMT21)

Link: Paper 

PUBLISHED JOURNALS

• Context Normalization: A New Approach for the Stability and Improvement of Neural Network Performance

Authors:  Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Feng

Conference: Data & Knowledge Engineering (DKE)

Link: Paper  

PREPRINTED ARTICLES

• Supervised Batch Normalization

Authors: Bilal Faye, Mustapha Lebbah, Hanane Azzag

Link: Paper  

• A Lightweight Modular Framework for Low-Cost Open-Vocabulary Object Detection Training

Authors: Bilal Faye, Mustapha Lebbah, Hanane Azzag

Link: Paper  

• Game Theory Meets Statistical Mechanics in Deep Learning Design

Authors: Djamel Bouchaffra, Fayçal Ykhlef, Bilal Faye, Hanane Azzag, Mustapha Lebbah

Link: Paper  

PREPRINTED JOURNALS

• Enhancing Neural Network Representations with Prior Knowledge-Based Normalization

Authors: Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra

Link: Paper  

• OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities

Authors: Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra

Link: Paper