2025
PolyCLEAN: Atomic optimization for super-resolution imaging and uncertainty estimation in radio interferometry
ASTRONOMY & ASTROPHYSICS. 2025. Vol. 693. DOI : 10.1051/0004-6361/202450970.Computational Imaging: a Multi-Facet Perspective
Lausanne, EPFL, 2025.Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING. 2025. Vol. 11, p. 213 – 227. DOI : 10.1109/TCI.2025.3539448.2024
PolyCLEAN: When Högbom meets Bayes ⋆ Fast Super-Resolution Imaging with Bayesian MAP Estimation
Astronomy & Astrophysics. 2024.Evidence for the Higgs Boson Decay to a Z Boson and a Photon at the LHC
Physical Review Letters. 2024. Vol. 132, num. 2, p. 021803. DOI : 10.1103/PhysRevLett.132.021803.Reclaiming the Flon Platform identity : a Reconversion of the Entrepôt Fédéral through Art & Craft, and Food Production
2024.Hardware-in-the-loop training for lensless imaging with a programmable mask
2024. Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences, San Francisco, United States, 2024-01-27 – 2024-01-29. DOI : 10.1117/12.3021868.Generalizing Learning-Based Lensless Image Reconstruction to Mask Pattern Changes
2024. Computational Optical Sensing and Imaging, Toulouse, France, 2024-07-15 – 2024-07-19. DOI : 10.1364/COSI.2024.CF1A.3.A Decoupled Approach for Composite Sparse-plus-Smooth Penalized Optimization
2024. 32nd European Signal Processing Conference, Lyon, France, 2024-08-26 – 2024-08-30.2023
Learning-based techniques for lensless reconstruction
2023.Effectiveness of blue light-emitting glasses for intensive care unit health care workers on night shifts during the COVID-19 pandemic
Intensive Care Medicine. 2023. DOI : 10.1007/s00134-023-07175-9.Combination of inclusive top-quark pair production cross-section measurements using ATLAS and CMS data at √s=7 and 8 TeV
Journal of High Energy Physics. 2023. num. 7, p. 213. DOI : 10.1007/JHEP07(2023)213.Lippmann Photography: Past, Present, and Future
2023
Community-Aware Group Testing
Ieee Transactions On Information Theory. 2023. Vol. 69, num. 7, p. 4361 – 4383. DOI : 10.1109/TIT.2023.3250119.Reconstructing lensless image with ML models and deploying them onto embedded systems
2023.Reconstruction of High Dynamic Range Images with Iterative Reweighting Scheme
2023.Reconstruction of Sparse Signals with a Variational Approach: a Numerical Comparison of LASSO Solvers
2023.Localizing Unsynchronized Sensors With Unknown Sources
Ieee Transactions On Signal Processing. 2023. Vol. 71, p. 641 – 654. DOI : 10.1109/TSP.2023.3245284.LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi
2023.DigiCam: Single-Shot Lensless Sensing with a Low-Cost Programmable Mask
2023. 3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, Boston, United States, 2023-08-14 – 2023-08-17. DOI : 10.1364/3D.2023.JTu4A.45.Non-volatile data storage medium and system
WO2023208571.
2023.2022
On the uniqueness of solutions for the basis pursuit in the continuum
Inverse Problems. 2022. Vol. 38, num. 12, p. 125005. DOI : 10.1088/1361-6420/ac9998.Interactive Digital Engagement With Visual Artworks and Cultural Artefacts Enhances User Aesthetic Experiences in the Laboratory and Museum
International Journal Of Human-Computer Interaction. 2022. DOI : 10.1080/10447318.2022.2143767.A simulation tool for building and lighting design considering ipRGC-influenced light responses
2022. BuildSim Nordic 2022: 10th BuildSim Nordic conference, Copenhagen, Denmark, August 22-24, 2022. DOI : 10.1051/e3sconf/202236201001.pyFFS: A Python Library for Fast Fourier Series Computation and Interpolation with GPU Acceleration
SIAM Journal on Scientific Computing. 2022. Vol. 44, num. 4, p. C346 – C366. DOI : 10.1137/21M1448641.Entropic Compressibility of Levy Processes
Ieee Transactions On Information Theory. 2022. Vol. 68, num. 8, p. 4949 – 4963. DOI : 10.1109/TIT.2022.3167863.Unlabeled Sensing of Multi-Input FRI Signals
2022.A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO
IEEE Signal Processing Letters. 2022. Vol. 29, p. 637 – 641. DOI : 10.1109/LSP.2022.3149377.Learning rich optical embeddings for privacy-preserving lensless image classification
2022
A Time Encoding Approach to Training Spiking Neural Networks
2022. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore, Singapore, May 23-27, 2022. p. 5957 – 5961. DOI : 10.1109/ICASSP43922.2022.9746319.Increasing Loudness In Audio Signals: A Perceptually Motivated Approach To Preserve Audio Quality
2022. 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, SINGAPORE, May 22-27, 2022. p. 1001 – 1005. DOI : 10.1109/ICASSP43922.2022.9747589.Privacy-Enhancing Optical Embeddings for Lensless Classification
2022
Timing is Everything
Lausanne, EPFL, 2022.Blind as a Bat: Audible Echolocation on Small Robots
IEEE Robotics and Automation Letters. 2022. p. 1 – 8. DOI : 10.1109/LRA.2022.3194669.Mediating Computational Thinking Through Educational Robotics In Primary School
Lausanne, EPFL, 2022.Lippmann Photography: A Signal Processing Perspective
Ieee Transactions On Signal Processing. 2022. Vol. 70, p. 3894 – 3905. DOI : 10.1109/TSP.2022.3191473.A Theory of Value for Service Ecosystems
Lausanne, EPFL, 2022.LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi
2022
Reconstruction of composite sparse-plus-smooth images using mixed penalties
2022.Une version polyatomique de l’algorithme Frank-Wolfe pour résoudre le problème LASSO en grandes dimensions
2022. 28ème Colloque Gretsi’22, Nancy, France, September 5-9, 2022.Three-Dimensional Cubic Barcodes
IEEE Transactions on Image Processing. 2022. Vol. 31, p. 3166 – 3181. DOI : 10.1109/TIP.2021.3120049.Asynchrony Increases Efficiency: Time Encoding of Videos and Low-Rank Signals
Ieee Transactions On Signal Processing. 2022. Vol. 70, p. 105 – 116. DOI : 10.1109/TSP.2021.3133709.DiffuserCam Project Report
2022.2021
Shedding light on 19th century spectra by analyzing Lippmann photography
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2021. Vol. 118, num. 17, p. e2008819118. DOI : 10.1073/pnas.2008819118.Essential Bibliographic: Guide to bibliographic references writing – short version
2021.Essential Bibliographic: Guide de rédaction des références bibliographiques – version courte
2021.Lecture Slides: Mathematical Foundations of Signal Processing
2021.Impact Environnemental du Numérique à l’EPFL
2021