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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⟩

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⟩

Article dans une revue

Structural and electronic signatures of stacking and intralayer transitions in epitaxial bilayer WSe2 on GaP(111)B

Meryem Bouaziz, Samir El Masaoudi, Aymen Mahmoudi, Niels Chapuis, Mathieu Silly, Gilles Patriarche, Iann Gerber, Julien Chaste, Fabrice Oehler, Xavier Wallart, Abdelkarim Ouerghi

Two-dimensional materials from the transition metal dichalcogenides family host multiple crystal phases and stacking configurations that strongly affect their electronic properties. Here, we investigate the structural and electronic phase evolution of epitaxial bilayer WSe2 grown by molecular beam…

Nanoscale, 2026, 18 (26), pp.13969-13978. ⟨10.1039/d6nr01013j⟩. ⟨hal-05687513⟩

Article dans une revue

PCB-Based Hybrid Series/Corporate-Fed 4 × 4 D-Band Phased Array With Wide-Angle Scanning

Kamil Yavuz Kapusuz, Samuel Rimbaut, Siddhartha Sinha, Joris van Driessche, Ad Reniers, A. Bart Smolders, Pascal Szriftgiser, Guillaume Ducournau, Hendrik Rogier, Sam Lemey

Sixth generation (6G) wireless networks are envisioned to include aspects of energy footprint reduction (sustainability), besides those of network capacity and connectivity, at the design stage. This paradigm change requires radically new physical layer technologies. Notably, the integration of…

IEEE Antennas and Wireless Propagation Letters, 2026, 25 (1), pp.64-68. ⟨10.1109/LAWP.2025.3616614⟩. ⟨hal-05508726⟩

Chapitre d'ouvrage

Chapter 15 - Elastic wave engineering in piezoelectric materials: toward next-generation biosensors

Abdelkrim Talbi, Axel Leschiutta, Lei Oscar Cuasay, Carmen Lorena Manzanares, Shreshtha Mishra, Mohand Salah Moussa, Vincent Mortet, Othmane Marbouh, Mohamed Boutghatin, El Houssaine El Boudouti, Philippe Pernod, Bahram Djafari-Rouhani, Olivier Bou Matar

Biosensing applications have significantly benefited from advances in phononic materials and acoustic wave technologies. This chapter explores the use of phononic metasurfaces (PnMs) and phononic crystals (PnCs) to enhance the performance of surface acoustic wave (SAW) biosensors. By leveraging…

Sensing Long-Lived Resonances, Elsevier, pp.323-355, 2026, ⟨10.1016/B978-0-44-332944-9.00025-6⟩. ⟨hal-05576865⟩

Article dans une revue

High-Sensitivity Love Wave SAW Sensors with Composite Guiding Layer and Phononic Crystal Cavity

A. Leschiutta, G. Eybert-Bouillier, Othmane Marbouh, O. Bou-Matar, V. Mortet, A. Talbi

In Love-wave-based biosensors, the most widely used architecture is the delay-line configuration, in which the sensing function is achieved by functionalizing the acoustic propagation path. This approach offers high robustness and compatibility with liquid-phase operation, making it particularly…

IEEE Sensors Journal, 2026, pp.1-1. ⟨10.1109/JSEN.2026.3702005⟩. ⟨hal-05658423⟩

Article dans une revue

Development and validation of a 2D Mason model for ultrasonic transducer arrays: A simplified approach simulating crosstalk and dissipation mechanisms

Anouar Boujenoui, Abdelmajid Bybi, Hayat Reskal, Hassna Khalfi, Lahoucine Elmaimouni, Anne-Christine Hladky-Hennion

Piezoelectric elements arranged in 1D or 2D configurations are commonly used in ultrasonic transducer arrays for medical imaging and non-destructive testing (NDT) applications. These arrays are usually modeled using complex 2D or 3D numerical methods. Based on the equivalent circuit approach…

Applied Acoustics, 2026, 241, pp.110991. ⟨10.1016/j.apacoust.2025.110991⟩. ⟨hal-05214072⟩

Article dans une revue

Selective access to individual cells after assembling for advanced cell-cell interaction studies

Faruk Shaik, Bahram Ahmadian, Aurélie Guillemette, Sofia Titah, Hua Cao, Bruno Quesnel, Dominique Collard, Loïc Lemonnier, Yasmine Touil, Mehmet Cagatay Tarhan

Understanding the mechanisms underlying cell-cell interactions necessitates a versatile method to assemble cells in a precisely-controlled, cell-specific environment, enabling analysis with high spatiotemporal resolution. Here, we introduce a microfluidic technique using stacked flows to create “…

Journal of Nanobiotechnology, 2026, 24, pp.662. ⟨10.1186/s12951-026-04337-x⟩. ⟨hal-05608527⟩

Communication dans un congrès

Towards an industrial lead-free ferroelectric KNN thin film for piezoelectric MEMS actuators

Lisa Legardinier, Brenda Carreno Jimenez, Sophie Ollivier, Valérie Demange, Christel Dieppedale, Florian Dupont, Denis Remiens, Brice Gautier, Maryline Guilloux-Viry, Gwenael Le Rhun, Grégoire Magagnin, Ngoc Kim Thanh Bui, Karim Dogheche

Despite the RoHS (Restriction of Hazardous Substances) directives regarding the use of lead in many electronic applications, introduced 20 years ago, lead zirconate titanate (PZT) remains the most widely used piezoelectric material in actuator devices in the absence of a suitable alternative at the…

ECAPD 2026, Jun 2026, Oulu, Finland. ⟨cea-05705327⟩