Publications

• Communication dans un congrès

Beyond Linear Bottlenecks: Spline-Based Knowledge Distillation for Culturally Diverse Art Style Classification

Abdellah Zakaria Sellam, Salah Eddine Bekhouche, Cosimo Distante, Abdelmalik Taleb-Ahmed

Art style classification remains a formidable challenge in computational aesthetics due to the scarcity of expertly labeled datasets and the intricate, often nonlinear interplay of stylistic elements. While recent dual-teacher self-supervised frameworks reduce reliance on labeled data, their linear…

Image Analysis and Processing – ICIAP 2025, Sep 2025, Rome, Italy. pp.401-412, ⟨10.1007/978-3-032-10192-1_33⟩. ⟨hal-05700776⟩

• Communication dans un congrès

DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images

Mamadou Keita, Wassim Hamidouche, Hessen Bougueffa Eutamene, Abdelmalik Taleb-Ahmed, Abdenour Hadid

This paper introduces DeeCLIP, a novel framework for detecting AI-generated images using CLIP-ViT and fusion learning. Despite significant advancements in generative models capable of creating highly photorealistic images, existing detection methods often struggle to generalize across different…

Advanced Concepts for Intelligent Vision Systems (ACIVS 2025), Jun 2025, Tokyo, Japan. pp.146-158, ⟨10.1007/978-3-032-07343-3_12⟩. ⟨hal-05473197⟩

• Communication dans un congrès

Single-Path Precision: Differentiable Bit-Width & Numeric-Format Learning for FPGA-Efficient Neural Networks

Emanuel Trabes, Kawthar Dellel, Carlos Valderrama, Abdelmalik Taleb-Ahmed

Quantization in neural networks typically requires early commitment to a fixed numerical format—either fixed-point or floating-point—and a limited set of word sizes supported by the target hardware. This rigid choice often compromises either model accuracy or hardware efficiency. While FPGAs offer…

23rd International Conference on Image Analysis and Processing, Sep 2025, Rome, Italy. pp.424-435, ⟨10.1007/978-3-032-10192-1_35⟩. ⟨hal-05700748⟩

• Chapitre d'ouvrage

Open step-ladder sensors

Housni Al-Wahsh, Abdellatif Akjouj, Eman Abdel-Ghaffar, Madiha Amrani, Amina Rezzouk, Soufyane Khattou, El Houssaine El Boudouti, Bahram Djafari-Rouhani, Abdelkrim Talbi, Leonard Dobrzyński

Leonard Dobrzynski. Sensing Long-Lived Resonances, Elsevier, pp.93-110, 2026, Interface Transmission Tutorial Book Series, Sensing Long-Lived Resonances, 978-0-443-32944-9. ⟨10.1016/B978-0-44-332944-9.00015-3⟩. ⟨hal-05569954⟩

• Chapitre d'ouvrage

Chapter 9 - One open loop, two stubs, and two infinite leads

Housni Al-Wahsh, Eman Abdel-Ghaffar, Abdellatif Akjouj, Madiha Amrani, Leonard Dobrzyński

The present system is constructed out of one open loop of length L, two stubs of length , and two infinite leads. It is shown that the transmission properties of such a system depend on its bulk states localized in the whole structure and on infinite bound in continuum (IBIC) states. These IBICs…

Leonard Dobrzynski. Sensing Long-Lived Resonances, Elsevier, pp.163-178, 2026, Interface Transmission Tutorial Book Series, Sensing Long-Lived Resonances, ISBN: 978-0-443-32944-9. ⟨10.1016/B978-0-44-332944-9.00019-0⟩. ⟨hal-05569980⟩

• Communication dans un congrès

Transfer of mTRL Accuracy in industrial BiCMOS Technology to commercial Lumped-Element Calibrations up to 110 GHz

Gia Ngoc Phung, Uwe Arz, Samuel Nguyen Dinh An, Joao Azevedo Goncalves

Currently, on-wafer traceability is directly linked to multiline TRL (Thru Reflect Line), which is widely recognised as one of the most accurate on-wafer calibration methods. However, fixed-distance calibrations, such as Short Open Load Thru (SOLT) and Line Reflect Match (LRM), which use commercial…

2026 106th ARFTG Microwave Measurement Conference (ARFTG), Jan 2026, Los Angeles, United States. pp.1-4, ⟨10.1109/ARFTG68976.2026.11475013⟩. ⟨hal-05620527⟩

• Chapitre d'ouvrage

Chapter 10 - A comprehensive review of LiDAR-SLAM for hardware implementation for autonomous vehiclesA comprehensive review of LiDAR-SLAM for hardware implementation for autonomous vehicles

Slama Hammia, Anas Hatim, Azeddine Elmajidi, Abdelilah Haijoub, Atika Rivenq, Maria Zrikem

With the growing demand for autonomous navigation systems, the robust and reliable performance of LiDAR-based Simultaneous Localization and Mapping (SLAM) techniques has become an indispensable requirement. This chapter presents a comprehensive review of LiDAR-SLAM methodologies, with a focus on…

Embedded Systems in Automotive Applications, Elsevier, pp.257-283, 2026, ⟨10.1016/B978-0-443-33861-8.00012-4⟩. ⟨hal-05620564⟩

• Article dans une revue

Mechanistic elucidation of the detoxification of hexavalent chromium using a magnetic “anion sponge” Fe 3 O 4 –pC 3 N 4 /PANI composite with redox capability: synergistic design and computational study

Abdelaziz Imgharn, Ayoub Chaoui, Asmae Ghoumit, Mohammed Elhoudi, Redouane Haounati, Rahime Eshaghi Malekshah, Abdelghani Hsini, Rabah Boukherroub, Chaker Necibi, Abdallah Albourine

Water remediation of toxic hexavalent chromium (Cr(vi)) commonly involves single-function materials based on physical adsorption. In this research study, Fe3O4-protonated C3N4/polyaniline (Fe3O4–pCN/PANI) magnetic composite was investigated for the removal of Cr(vi) from aqueous solution by batch…

Journal of Materials Chemistry A, In press, ⟨10.1039/d6ta01181k⟩. ⟨hal-05675242⟩

• Ouvrages

Electromagnetic Interference Shielding Materials: Graphene-Based Composites and Beyond

Jovana Prekodravac Filipovic, Malgorzata Celuch, Kamel Haddadi, Dragana Marinković

Electromagnetic Interference Shielding Materials: Graphene-Based Composites and Beyond offers a thorough, systematic overview of the advances made in research on composites-based materials for electromagnetic interference (EMI) shielding during the past several decades. The use of smartphones,…

Elsevier, Part of series: Woodhead Publishing Series in Electronic and Optical Materials, pp.1-413, 2026, ISBN: 978-0-443-36630-7. ⟨10.1016/C2023-0-52630-8⟩. ⟨hal-05719714⟩

• Article dans une revue

Compact segmented meta-liners for enhanced acoustic absorption with grazing flow

Yang Meng, Thomas Humbert, Vicente Romero-García, Jean-Philippe Groby, Marc Versaevel, Jacky Mardjono, Gwénaël Gabard

Applied Acoustics, 2026, 241, pp.111040. ⟨10.1016/j.apacoust.2025.111040⟩. ⟨hal-05314429⟩