William Guicquero

40 papers B 1C 8Misc 4Journal 17Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generative binary memory: Pseudo-Replay class-Incremental learning on binarized embeddings. Neural Networks Yanis Basso-Bert, William Guicquero, Anca Molnos, Romain Lemaire, Antoine Dupret
2026	J	`jnl`	RCNet: ΔΣ IADCs as Recurrent AutoEncoders. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Arnaud Verdant, William Guicquero, Jérôme Chossat
2025	J	`jnl`	A 1Mb mixed-precision quantized encoder for image classification and patch-based compression. CoRR Van Thien Nguyen, William Guicquero, Gilles Sicard
2025	J	`jnl`	BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. CoRR Van Thien Nguyen, William Guicquero, Gilles Sicard
2025	—	`conf`	End-to-end fully-binarized network design: from Generic Learned Thermometer to Block Pruning. AICAS Thien Nguyen, William Guicquero
2025	J	`jnl`	End-to-end fully-binarized network design: from Generic Learned Thermometer to Block Pruning. CoRR Thien Nguyen, William Guicquero
2025	J	`jnl`	Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings. CoRR Yanis Basso-Bert, Anca Molnos, Romain Lemaire, William Guicquero, Antoine Dupret
2025	J	`jnl`	Hardware-Aware Bayesian Neural Architecture Search of Quantized CNNs. IEEE Embed. Syst. Lett. Mathieu Perrin, William Guicquero, Bruno Paille, Gilles Sicard
2025	J	`jnl`	Histogram-Equalized Quantization for logic-gated Residual Neural Networks. CoRR Van Thien Nguyen, William Guicquero, Gilles Sicard
2025	J	`jnl`	MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights. CoRR Van Thien Nguyen, William Guicquero, Gilles Sicard
2025	J	`jnl`	RCNet: ΔΣ IADCs as Recurrent AutoEncoders. CoRR Arnaud Verdant, William Guicquero, Jérôme Chossat
2025	C	`conf`	SmartNMC: A 1Mb-200µW-20fps near-imager spatio-temporal inference hardware module. ISCAS William Guicquero, Nicolas Pelletier, Van Thien Nguyen, Jean-Philippe Noël, Manuel Pezzin, Marjorie Gary, Sylvain Choisnet
2025	J	`jnl`	Towards Experience Replay for Class-Incremental Learning in Fully-Binary Networks. CoRR Yanis Basso-Bert, Anca Molnos, Romain Lemaire, William Guicquero, Antoine Dupret
2024	—	`conf`	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. VLSI Technology and Circuits Arnaud Verdant, William Guicquero, David Coriat, Guillaume Moritz, Nicolas Royer, Sébastien Thuries, Anais Mollard, Vincent Teil, Yann Desprez, Gilles Monnot, Pierre Malinge, Bruno Paille, Guillaume Caubit, Arnaud Bourge, Laurent Tardif, Stephanie Bigault, Jérôme Chossat
2024	C	`conf`	On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks. ISCAS Yanis Basso-Bert, William Guicquero, Anca Molnos, Romain Lemaire, Antoine Dupret
2024	J	`jnl`	Towards a configurable and non-hierarchical search space for NAS. Neural Networks Mathieu Perrin, William Guicquero, Bruno Paille, Gilles Sicard
2022	J	`jnl`	A 1Mb Mixed-Precision Quantized Encoder for Image Classification and Patch-Based Compression. IEEE Trans. Circuits Syst. Video Technol. Van Thien Nguyen, William Guicquero, Gilles Sicard
2022	J	`jnl`	A 2-Stage EM Algorithm for Online Peak Detection, an Application to TCSPC Data. IEEE Trans. Circuits Syst. II Express Briefs Valentin Poisson, William Guicquero, David Coriat, Gilles Sicard
2022	—	`conf`	BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. SiPS Van Thien Nguyen, William Guicquero, Gilles Sicard
2022	—	`conf`	Histogram Compressive Sensing using Shuffled Cellular Automata: the TCSPC sensor use case. NEWCAS Valentin Poisson, William Guicquero, David Coriat, Gilles Sicard
2022	C	`conf`	Histogram-Equalized Quantization for logic-gated Residual Neural Networks. ISCAS Van Thien Nguyen, William Guicquero, Gilles Sicard
2022	J	`jnl`	Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms. IEEE Trans. Computational Imaging Valentin Poisson, Van Thien Nguyen, William Guicquero, Gilles Sicard
2022	—	`conf`	MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights. AICAS Van Thien Nguyen, William Guicquero, Gilles Sicard
2020	—	`conf`	A 3.0μW@5fps QQVGA Self-Controlled Wake-Up Imager with On-Chip Motion Detection, Auto-Exposure and Object Recognition. VLSI Circuits Arnaud Verdant, William Guicquero, Nicolas Royer, Guillaume Moritz, Sébastien Martin, Florent Lepin, Sylvain Choisnet, Fabrice Guellec, Benoît Deschamps, Sylvain Clerc, Jérôme Chossat
2020	C	`conf`	Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends. ISCAS William Guicquero, Arnaud Verdant
2020	J	`jnl`	Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
2019	C	`conf`	An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. ISCAS Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
2019	C	`conf`	Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. ISCAS Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
2019	B	`conf`	Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification. ICIP Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
2019	Misc	`conf`	Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. ACSSC Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
2018	—	`conf`	A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. MWSCAS Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
2018	—	`conf`	Incremental Delta Sigma Modulation with Dynamic Weighted Integration. MWSCAS William Guicquero, Arnaud Verdant, Dominique Morche
2017	C	`conf`	Impact of fixed pattern noise on embedded image compression techniques. ISCAS William Guicquero, Laurent Alacoque
2016	J	`jnl`	An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging. IEEE Trans. Computational Imaging William Guicquero, Antoine Dupret, Pierre Vandergheynst
2015	C	`conf`	A 3T or 4T pixel compatible DR extension technique suitable for 3D-IC imagers: A 800×512 and 5μm pixel pitch 2D demonstrator. ISCAS Arnaud Peizerat, Fadoua Guezzi Messaoud, Michele Benetti, Antoine Dupret, Remi Jalby, Leonardo Bruno de Sá, William Guicquero, Yves Blanchard
2014	—	`conf`	On adaptive pixel random selection for compressive sensing. GlobalSIP William Guicquero, Pierre Vandergheynst, Timothé Laforest, Antoine Dupret
2014	Misc	`conf`	On compensating unknown pixel behaviors for image sensors with embedded processing. ACSSC William Guicquero, Michele Benetti, Arnaud Peizerat, Antoine Dupret, Pierre Vandergheynst
2014	—	`conf`	On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging. GlobalSIP William Guicquero, Pierre Vandergheynst, Timothé Laforest, Arnaud Verdant, Antoine Dupret
2013	Misc	`conf`	An adaptive compressive sensing with side information. ACSSC William Guicquero, Antoine Dupret, Pierre Vandergheynst
2013	Misc	`conf`	Multi-capture High Dynamic Range compressive imaging. ACSSC William Guicquero, Antoine Dupret, Pierre Vandergheynst