An adaptive compressive sensing with side information. - William Guicquero; Antoine Dupret; Pierre Vandergheynst (ACSSC, 2013)

Multi-capture High Dynamic Range compressive imaging. - William Guicquero; Antoine Dupret; Pierre Vandergheynst (ACSSC, 2013)

On compensating unknown pixel behaviors for image sensors with embedded processing. - William Guicquero; Michele Benetti; Arnaud Peizerat; Antoine Dupret; Pierre Vandergheynst (ACSSC, 2014)

On adaptive pixel random selection for compressive sensing. - William Guicquero; Pierre Vandergheynst; Timothé Laforest; Antoine Dupret (GlobalSIP, 2014)

On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging. - William Guicquero; Pierre Vandergheynst; Timothé Laforest; Arnaud Verdant; Antoine Dupret (GlobalSIP, 2014)

A 3T or 4T pixel compatible DR extension technique suitable for 3D-IC imagers: A 800×512 and 5μm pixel pitch 2D demonstrator. - Arnaud Peizerat; Fadoua Guezzi Messaoud; Michele Benetti; Antoine Dupret; Remi Jalby; Leonardo Bruno de Sá; William Guicquero; Yves Blanchard (ISCAS, 2015)

An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging. - William Guicquero; Antoine Dupret; Pierre Vandergheynst (IEEE Trans. Computational Imaging, 2016)

Impact of fixed pattern noise on embedded image compression techniques. - William Guicquero; Laurent Alacoque (ISCAS, 2017)

A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. - Wissam Benjilali; William Guicquero; Laurent Jacques; Gilles Sicard (MWSCAS, 2018)

Incremental Delta Sigma Modulation with Dynamic Weighted Integration. - William Guicquero; Arnaud Verdant; Dominique Morche (MWSCAS, 2018)

Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. - Wissam Benjilali; William Guicquero; Laurent Jacques; Gilles Sicard (ACSSC, 2019)

Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification. - Wissam Benjilali; William Guicquero; Laurent Jacques; Gilles Sicard (ICIP, 2019)

An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. - Wissam Benjilali; William Guicquero; Laurent Jacques; Gilles Sicard (ISCAS, 2019)

Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. - Wissam Benjilali; William Guicquero; Laurent Jacques; Gilles Sicard (ISCAS, 2019)

Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends. - William Guicquero; Arnaud Verdant (ISCAS, 2020)

A 3.0μW@5fps QQVGA Self-Controlled Wake-Up Imager with On-Chip Motion Detection, Auto-Exposure and Object Recognition. - Arnaud Verdant; William Guicquero; Nicolas Royer; Guillaume Moritz; Sébastien Martin; Florent Lepin; Sylvain Choisnet; Fabrice Guellec; Benoît Deschamps; Sylvain Clerc; Jérôme Chossat (VLSI Circuits, 2020)

Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. - Wissam Benjilali; William Guicquero; Laurent Jacques; Gilles Sicard (IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020)

MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights. - Van Thien Nguyen; William Guicquero; Gilles Sicard (AICAS, 2022)

Histogram-Equalized Quantization for logic-gated Residual Neural Networks. - Van Thien Nguyen; William Guicquero; Gilles Sicard (ISCAS, 2022)

Histogram Compressive Sensing using Shuffled Cellular Automata: the TCSPC sensor use case. - Valentin Poisson; William Guicquero; David Coriat; Gilles Sicard (NEWCAS, 2022)

BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. - Van Thien Nguyen; William Guicquero; Gilles Sicard (SiPS, 2022)

A 2-Stage EM Algorithm for Online Peak Detection, an Application to TCSPC Data. - Valentin Poisson; William Guicquero; David Coriat; Gilles Sicard (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms. - Valentin Poisson; Van Thien Nguyen; William Guicquero; Gilles Sicard (IEEE Trans. Computational Imaging, 2022)

A 1Mb Mixed-Precision Quantized Encoder for Image Classification and Patch-Based Compression. - Van Thien Nguyen; William Guicquero; Gilles Sicard (IEEE Trans. Circuits Syst. Video Technol., 2022)

On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks. - Yanis Basso-Bert; William Guicquero; Anca Molnos; Romain Lemaire; Antoine Dupret (ISCAS, 2024)

A 450µW@50fps Wake-Up Module Featuring Auto-Bracketed 3-Scale Log-Corrected Pattern Recognition and Motion Detection in a 1.5Mpix 8T Global Shutter Imager. - Arnaud Verdant; William Guicquero; David Coriat; Guillaume Moritz; Nicolas Royer; Sébastien Thuries; Anais Mollard; Vincent Teil; Yann Desprez; Gilles Monnot; Pierre Malinge; Bruno Paille; et al. (VLSI Technology and Circuits, 2024)

Towards a configurable and non-hierarchical search space for NAS. - Mathieu Perrin; William Guicquero; Bruno Paille; Gilles Sicard (Neural Networks, 2024)

SmartNMC: A 1Mb-200µW-20fps near-imager spatio-temporal inference hardware module. - William Guicquero; Nicolas Pelletier; Van Thien Nguyen; Jean-Philippe Noël; Manuel Pezzin; Marjorie Gary; Sylvain Choisnet (ISCAS, 2025)

Hardware-Aware Bayesian Neural Architecture Search of Quantized CNNs. - Mathieu Perrin; William Guicquero; Bruno Paille; Gilles Sicard (IEEE Embed. Syst. Lett., 2025)

Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks. - Yanis Basso-Bert; Anca Molnos; Romain Lemaire; William Guicquero; Antoine Dupret (CoRR, 2025)

Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings. - Yanis Basso-Bert; Anca Molnos; Romain Lemaire; William Guicquero; Antoine Dupret (CoRR, 2025)

End-to-end fully-binarized network design: from Generic Learned Thermometer to Block Pruning. - Thien Nguyen; William Guicquero (CoRR, 2025)

RCNet: ΔΣ IADCs as Recurrent AutoEncoders. - Arnaud Verdant; William Guicquero; Jérôme Chossat (CoRR, 2025)