Mohammed Mallik

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Libre accès
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Compétences

machine learning, infinite width neural networks, kernel methods, deep learning, computer vision

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Publications

Image document

Deep Learning Based Received Signal Strength Estimation

Mohammed Mallik , Guillaume Villemaud
ICMLCN 2025 - IEEE International Conference on Machine Learning for Communication and Networking, IEEE, May 2025, Barcelona, Spain
Communication dans un congrès hal-05008809 v1
Image document

A Comparative Analysis of Single-Input Single-Output Stationarity Time and Pathloss in Suburban Environments for Vehicle-to-Infrastructure Channel Using Veneris Ray-Tracing and Real Data

Nor El Islam Dahmouni , Mohammed Mallik , Pierre Laly , Esteban Egea-Lopez , Davy P Gaillot
The Thirteenth International Conference on Advances in Vehicular Systems, Technologies and Applications VEHICULAR 2024, International Academy, Research, and Industry Association (IARIA), Mar 2024, Athens (Greece), Greece. pp.6
Communication dans un congrès hal-04503246 v1
Image document

Deep Learning-based Successive Interference Cancellation to Improve Uplink in LoRa Networks

Angesom Ataklity Tesfay , Eric Pierre Simon , Mohammed Mallik , Virginie Deniau , Laurent Clavier
Fourth IEEE International Mediterranean Conference on Communications and Networking (IEEE MEDITCOM 2024), 2024, Madrid, Spain. pp.179-183
Communication dans un congrès hal-04618668 v1
Image document

GLIP: Electromagnetic Field Exposure Map Completion by Deep Generative Networks

Mohammed Mallik , Davy Gaillot , Laurent Clavier
2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2024, Valencia, Italy. pp.1-5, ⟨10.1109/PIMRC59610.2024.10817428⟩
Communication dans un congrès hal-04916145 v1
Image document

EME-GAN: A Conditional Generative Adversarial Network based Indoor EMF Exposure Map Reconstruction

Mohammed Mallik , Benjamin Allaert , Angesom Tesfay , Davy Gaillot , Joe Wiart et al.
29Â Colloque sur le traitement du signal et des image, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.745-748
Communication dans un congrès hal-04210419 v1
Image document

Récepteur multiutilisateur basé sur l'apprentissage profond pour améliorer la liaison montante dans les réseaux LoRa

A. A. Tesfay , M. Mallik , Eric Pierre Simon , Laurent Clavier
29ème Colloque Francophone du Traitement du Signal et des Images GRETSI, Aug 2023, Grenoble, France
Communication dans un congrès hal-04553760 v1
Image document

EME-Net: A U-net-based Indoor EMF Exposure Map Reconstruction Method

Mohammed Mallik , Sofiane Kharbech , Taghrid Mazloum , Shanshan Wang , Joe Wiart et al.
2022 16th European Conference on Antennas and Propagation (EuCAP), Mar 2022, Madrid, Spain
Communication dans un congrès hal-03670201 v1