Bilal Faye

24 papers B 3Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Game Theory Meets Statistical Physics: A Novel Deep Neural Networks Design.
IEEE Trans. Cybern.
Djamel Bouchaffra, Fayçal Ykhlef, Bilal Faye, Mustapha Lebbah, Hanane Azzag
2026 J jnl
NeuroGame Transformer: Gibbs-Inspired Attention Driven by Game Theory and Statistical Physics.
CoRR
Djamel Bouchaffra, Fayçal Ykhlef, Hanene Azzag, Mustapha Lebbah, Bilal Faye
2025 J jnl
Context normalization: A new approach for the stability and improvement of neural network performance.
Data Knowl. Eng.
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Feng
2025 — —
Enhancing neural network e fficiency through prior knowledge: Normalization, multimodal representation, and open-vocabulary object. (Amélioration de l'efficacité des réseaux de neurones grâce aux connaissances a priori: normalisation, représentation multimodale et détection d'objets à vocabulaire ouvert).
Bilal Faye
2025 J jnl
OneEncoder: a lightweight framework for efficient multimodal training.
Neural Comput. Appl.
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra
2025 J jnl
Prototype-Guided Diffusion: Visual Conditioning without External Memory.
CoRR
Bilal Faye, Hanane Azzag, Mustapha Lebbah
2025 J jnl
Redesigning deep neural networks: Bridging game theory and statistical physics.
Neural Networks
Djamel Bouchaffra, Fayçal Ykhlef, Bilal Faye, Mustapha Lebbah, Hanene Azzag
2025 J jnl
Value-Free Policy Optimization via Reward Partitioning.
CoRR
Bilal Faye, Hanane Azzag, Mustapha Lebbah
2024 B conf
Adaptative Context Normalization: A Boost for Deep Learning in Image Processing.
ICIP
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra
2024 J jnl
Adaptative Context Normalization: A Boost for Deep Learning in Image Processing.
CoRR
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra
2024 J jnl
Cluster-Based Normalization Layer for Neural Networks.
CoRR
Bilal Faye, Hanane Azzag, Mustapha Lebbah
2024 J jnl
Context-Based Multimodal Fusion.
CoRR
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra
2024 J jnl
Game Theory Meets Statistical Mechanics in Deep Learning Design.
CoRR
Djamel Bouchaffra, Fayçal Ykhlef, Bilal Faye, Hanane Azzag, Mustapha Lebbah
2024 J jnl
LightMDETR: A Lightweight Approach for Low-Cost Open-Vocabulary Object Detection Training.
CoRR
Binta Sow, Bilal Faye, Hanane Azzag, Mustapha Lebbah
2024 B conf
Lightweight Cross-Modal Representation Learning.
ESANN
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Djamel Bouchaffra
2024 — conf
Normalisation Contextuelle : Une Nouvelle Approche pour la Stabilité et l'Amélioration des Performances des Réseaux de Neurones.
EGC
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Fang
2024 J jnl
OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities.
CoRR
Bilal Faye, Hanane Azzag, Mustapha Lebbah
2024 J jnl
Supervised Batch Normalization.
CoRR
Bilal Faye, Mustapha Lebbah, Hanane Azzag
2024 B conf
UAN: Unsupervised Adaptive Normalization.
IJCNN
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Fang
2024 J jnl
Unsupervised Adaptive Normalization.
CoRR
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Fangchen Fang
2023 — conf
Context Normalization Layer with Applications.
ICDM (Workshops)
Bilal Faye, Hanane Azzag, Mustapha Lebbah, Mohamed Djallel Dilmi, Djamel Bouchaffra
2023 J jnl
Context Normalization for Robust Image Classification.
CoRR
Bilal Faye, Mohamed Djallel Dilmi, Hanane Azzag, Mustapha Lebbah, Fangchen Feng
2021 — conf
Optimal EV Charger Level Specification for Residential Buildings with Renewable Energy.
EUROCON
Kaleb Knowles, Bilal Faye, Alex Orrson, Hussein Hassan Abdeltawab, Mesude Bayrakci-Boz, Sohail Anwar
2021 — conf
The SPECTRANS System Description for the WMT21 Terminology Task.
WMT@EMNLP
Nicolas Ballier, Dahn Cho, Bilal Faye, Zong-You Ke, Hanna Martikainen, Mojca Pecman, Guillaume Wisniewski, Jean-Baptiste Yunès, Lichao Zhou, Maria Zimina-Poirot