2025
Revisiting PSF models: Unifying framework and high‐performance implementation
Journal of Microscopy. 2025. DOI : 10.1111/jmi.70045.Histopathology-based protein multiplex generation using deep learning
Nature Machine Intelligence. 2025. Vol. 7, num. 8, p. 1292 – 1307. DOI : 10.1038/s42256-025-01074-y.Encryption and Authentication with a Lensless Camera Based on a Programmable Mask
2025. 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 2025-06-30 – 2025-07-04. p. 1 – 6. DOI : 10.1109/icme59968.2025.11209541.Let There Be Light: Robust Lensless Imaging Under External Illumination With Deep Learning
2025. ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025-04-06 – 2025-04-11. p. 1 – 5. DOI : 10.1109/icassp49660.2025.10888030.BIPP: An efficient HPC implementation of the Bluebild algorithm for radio astronomy
Astronomy and Computing. 2025. Vol. 51, p. 100920. DOI : 10.1016/j.ascom.2024.100920.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.Robust, Generalizable, and Reproducible Computational Imaging: A Lensless Perspective
Lausanne, EPFL, 2025.To Grid or Not To Grid: Atomic Methods for Sparse Inverse Problems
Lausanne, EPFL, 2025.Generalized Ray Tracing with Basis Functions for Tomographic Projections
IEEE Transactions on Computational Imaging. 2025. p. 1 – 13. DOI : 10.1109/tci.2025.3611590.2024
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.Multivariate Hawkes Processes for Sparse Estimation of Neural Networks Intensities
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.Synthetic data (Part 1) for “HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields”
2024.A Decoupled Approach for Composite Sparse-plus-Smooth Penalized Optimization
2024. 32nd European Signal Processing Conference, Lyon, France, 2024-08-26 – 2024-08-30.A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction
2024. 2024 International Conference on Image Processing, Abu Dhabi, United Arab Emirates, 2024-10-27 – 2024-10-30. p. 3979 – 3985. DOI : 10.1109/ICIP51287.2024.10647433.Reclaiming the Flon Platform identity : a Reconversion of the Entrepôt Fédéral through Art & Craft, and Food Production
2024.Synthetic data (Part 2) for “HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields”
2024.2023
Divergent X-ray tomography reconstruction and optimisation
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.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.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.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.Learning rich optical embeddings for privacy-preserving lensless image classification
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.Privacy-Enhancing Optical Embeddings for Lensless Classification
2022
LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi
2022