Laurent Jacques

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 83

Top Venues

CoRR

ICIP

ICASSP

IEEE Signal Process. Lett.

Publications

Olivier Leblanc, Matthias Hofer, Siddharth Sivankutty, Hervé Rigneault, Laurent Jacques
Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations. IEEE Trans. Computational Imaging 10 (2024)
Alexander Stollenwerk, Laurent Jacques
Flattened one-bit stochastic gradient descent: compressed distributed optimization with controlled variance. CoRR (2024)
Rémi Delogne, Vincent Schellekens, Laurent Daudet, Laurent Jacques
Signal Processing with Optical Quadratic Random Sketches. ICASSP (2023)
Anatole Moureaux, Chloé Chopin, Laurent Jacques, Flavio Abreu Araujo
Spintronics for image recognition : performance benchmarking via ultrafast data-driven simulations. CoRR (2023)
Julián Tachella, Laurent Jacques
Learning to reconstruct signals from binary measurements alone. Trans. Mach. Learn. Res. 2023 (2023)
Simon Vary, Hazan Daglayan, Laurent Jacques, Pierre-Antoine Absil
Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. ICASSP (2023)
Olivier Leblanc, Mathias Hofer, Siddharth Sivankutty, Hervé Rigneault, Laurent Jacques
Interferometric lensless imaging: rank-one projections of image frequencies with speckle illuminations. CoRR (2023)
Julián Tachella, Laurent Jacques
Learning to Reconstruct Signals From Binary Measurements. CoRR (2023)
Sjoerd Dirksen, Martin Genzel, Laurent Jacques, Alexander Stollenwerk
The Separation Capacity of Random Neural Networks. J. Mach. Learn. Res. 23 (2022)
Rémi Delogne, Vincent Schellekens, Laurent Jacques
ROP inception: signal estimation with quadratic random sketching. CoRR (2022)
Rémi Delogne, Vincent Schellekens, Laurent Jacques
ROP inception: signal estimation with quadratic random sketching. ESANN (2022)
Stéphanie Guérit, Siddharth Sivankutty, John A. Lee, Hervé Rigneault, Laurent Jacques
Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. SIAM J. Imaging Sci. 15 (2) (2022)
Vincent Schellekens, Laurent Jacques
Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. IEEE Trans. Signal Process. 70 (2022)
Sjoerd Dirksen, Martin Genzel, Laurent Jacques, Alexander Stollenwerk
The Separation Capacity of Random Neural Networks. CoRR (2021)
Rémi Gribonval, Antoine Chatalic, Nicolas Keriven, Vincent Schellekens, Laurent Jacques, Philip Schniter
Sketching Data Sets for Large-Scale Learning: Keeping only what you need. IEEE Signal Process. Mag. 38 (5) (2021)
Vincent Schellekens, Laurent Jacques
Asymmetric compressive learning guarantees with applications to quantized sketches. CoRR (2021)
Gilles Monnoyer de Galland, Thomas Feuillen, Luc Vandendorpe, Laurent Jacques
Sparse Factorization-Based Detection of Off-the-Grid Moving Targets Using FMCW Radars. ICASSP (2021)
Benoît Pairet, Faustine Cantalloube, Laurent Jacques
Morphological components analysis for circumstellar disks imaging. CoRR (2021)
Laurent Jacques, Thomas Feuillen
The Importance of Phase in Complex Compressive Sensing. IEEE Trans. Inf. Theory 67 (6) (2021)
Stéphanie Guérit, Siddharth Sivankutty, John Aldo Lee, Hervé Rigneault, Laurent Jacques
Compressive lensless endoscopy with partial speckle scanning. CoRR (2021)
Vincent Schellekens, Laurent Jacques
Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines. CoRR (2020)
Vincent Schellekens, Laurent Jacques
When compressive learning fails: blame the decoder or the sketch? CoRR (2020)
Laurent Jacques, Thomas Feuillen
The importance of phase in complex compressive sensing. CoRR (2020)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (4) (2020)
Vincent Schellekens, Laurent Jacques
Compressive Learning of Generative Networks. ESANN (2020)
Rémi Gribonval, Antoine Chatalic, Nicolas Keriven, Vincent Schellekens, Laurent Jacques, Philip Schniter
Sketching Datasets for Large-Scale Learning (long version). CoRR (2020)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling With Haar Wavelet Basis. IEEE Trans. Inf. Theory 66 (11) (2020)
Thomas Feuillen, Mike E. Davies, Luc Vandendorpe, Laurent Jacques
($\ell _1, \ell _2$)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. IEEE Signal Process. Lett. 27 (2020)
Laurent Jacques, Thomas Feuillen
Keep the phase! Signal recovery in phase-only compressive sensing. CoRR (2020)
Vincent Schellekens, Laurent Jacques
Compressive Learning of Generative Networks. CoRR (2020)
Thomas Feuillen, Mike E. Davies, Luc Vandendorpe, Laurent Jacques
One Bit to Rule Them All : Binarizing the Reconstruction in 1-bit Compressive Sensing. CoRR (2020)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. ISCAS (2019)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. CoRR (2019)
Amirafshar Moshtaghpour, Laurent Jacques, Valerio Cambareri, Philippe Antoine, Matthieu Roblin
A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry. SIAM J. Imaging Sci. 12 (2) (2019)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification. ICIP (2019)
Simon Foucart, Laurent Jacques
One-Bit Sensing of Low-Rank and Bisparse Matrices. CoRR (2019)
Thomas Feuillen, Mike E. Davies, Luc Vandendorpe, Laurent Jacques
(l1, l2)-RIP and Projected Back-Projection Reconstruction for Phase-Only Measurements. CoRR (2019)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. ISCAS (2019)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination. ICASSP (2019)
Gilles Monnoyer de Galland de Carnières, Thomas Feuillen, Laurent Jacques, Luc Vandendorpe
Sparsity-Driven Moving Target Detection in Distributed Multistatic FMCW Radars. CAMSAP (2019)
Vincent Schellekens, Antoine Chatalic, Florimond Houssiau, Yves-Alexandre de Montjoye, Laurent Jacques, Rémi Gribonval
Differentially Private Compressive K-means. ICASSP (2019)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. ACSSC (2019)
Kévin Degraux, Valerio Cambareri, Bert Geelen, Laurent Jacques, Gauthier Lafruit
Multispectral Compressive Imaging Strategies Using Fabry-Pérot Filtered Sensors. IEEE Trans. Computational Imaging 4 (4) (2018)
Chunlei Xu, Laurent Jacques
Quantized Compressive Sensing with RIP Matrices: The Benefit of Dithering. CoRR (2018)
Chunlei Xu, Vincent Schellekens, Laurent Jacques
Taking the Edge off Quantization: Projected Back Projection in Dithered Compressive Sensing. SSP (2018)
Kévin Degraux, Valerio Cambareri, Bert Geelen, Laurent Jacques, Gauthier Lafruit
Multispectral Compressive Imaging Strategies using Fabry-Pérot Filtered Sensors. CoRR (2018)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Compressive Single-pixel Fourier Transform Imaging using Structured Illumination. CoRR (2018)
Amirafshar Moshtaghpour, Valerio Cambareri, Philippe Antoine, Matthieu Roblin, Laurent Jacques
A Variable Density Sampling Scheme for Compressive Fourier Transform Interferometry. CoRR (2018)
Vincent Schellekens, Laurent Jacques
Compressive Classification (Machine Learning without learning). CoRR (2018)
Stéphanie Guérit, Siddharth Sivankutty, Camille Scotté, John Aldo Lee, Hervé Rigneault, Laurent Jacques
Compressive Sampling Approach for Image Acquisition with Lensless Endoscope. CoRR (2018)
Amirafshar Moshtaghpour, Laurent Jacques
Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy. ICIP (2018)
Vincent Schellekens, Laurent Jacques
Quantized Compressive K-Means. CoRR (2018)
Sandrine Anthoine, Yannick Boursier, Laurent Jacques
Proceedings of the fourth "international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques" (iTWIST'18). CoRR (2018)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. MWSCAS (2018)
Chunlei Xu, Vincent Schellekens, Laurent Jacques
Taking the edge off quantization: projected back projection in dithered compressive sensing. CoRR (2018)
Amirafshar Moshtaghpour, Laurent Jacques
Multilevel Illumination Coding for Fourier Transform Interferometry in Fluorescence Spectroscopy. CoRR (2018)
Vincent Schellekens, Laurent Jacques
Quantized Compressive K-Means. IEEE Signal Process. Lett. 25 (8) (2018)
Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques
Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera. CoRR (2018)
K. C. Amit Kumar, Laurent Jacques, Christophe De Vleeschouwer
Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 39 (1) (2017)
Pierre-Yves Gousenbourger, Laurent Jacques, Pierre-Antoine Absil
? GSI (2017)
Pierre-Yves Gousenbourger, Estelle M. Massart, Antoni Musolas, Pierre-Antoine Absil, Julien M. Hendrickx, Laurent Jacques, Youssef M. Marzouk
Piecewise-Bézier C1 smoothing on manifolds with application to wind field estimation. ESANN (2017)
Valerio Cambareri, Chunlei Xu, Laurent Jacques
The Rare Eclipse Problem on Tiles: Quantised Embeddings of Disjoint Convex Sets. CoRR (2017)
Valerio Cambareri, Amirafshar Moshtaghpour, Laurent Jacques
A greedy blind calibration method for compressed sensing with unknown sensor gains. ISIT (2017)
Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin
On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit. IEEE Trans. Signal Process. 65 (4) (2017)
Laurent Jacques
Small Width, Low Distortions: Quantized Random Embeddings of Low-Complexity Sets. IEEE Trans. Inf. Theory 63 (9) (2017)
Valerio Cambareri, Laurent Jacques
A Greedy Blind Calibration Method for Compressed Sensing with Unknown Sensor Gains. CoRR (2016)
Stéphanie Guérit, Adriana Gonzalez, Anne Bol, John A. Lee, Laurent Jacques
Blind Deconvolution of PET Images using Anatomical Priors. CoRR (2016)
Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin
On the Noise Robustness of Simultaneous Orthogonal Matching Pursuit. CoRR (2016)
Kévin Degraux, Gabriel Peyré, Jalal Fadili, Laurent Jacques
Sparse Support Recovery with Non-smooth Loss Functions. CoRR (2016)
Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin
On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit. IEEE Signal Process. Lett. 23 (1) (2016)
Valerio Cambareri, Laurent Jacques
Through the Haze: A Non-Convex Approach to Blind Calibration for Linear Random Sensing Models. CoRR (2016)
Stéphanie Guérit, Laurent Jacques, John A. Lee
Image deconvolution by local order preservation of pixels values. EUSIPCO (2016)
Laurent Jacques, Valerio Cambareri
Time for dithering: fast and quantized random embeddings via the restricted isometry property. CoRR (2016)
Laurent Jacques
Error Decay of (Almost) Consistent Signal Estimations From Quantized Gaussian Random Projections. IEEE Trans. Inf. Theory 62 (8) (2016)
Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin
Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit. CoRR (2016)
Valerio Cambareri, Laurent Jacques
A Non-Convex Blind Calibration Method for Randomised Sensing Strategies. CoRR (2016)
Amirafshar Moshtaghpour, Laurent Jacques, Valerio Cambareri, Kévin Degraux, Christophe De Vleeschouwer
Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing. IEEE Signal Process. Lett. 23 (1) (2016)
Adriana Gonzalez, Hong Jiang, Gang Huang, Laurent Jacques
Multi-resolution Compressive Sensing Reconstruction. CoRR (2016)
Arnaud Browet, Christophe De Vleeschouwer, Laurent Jacques, Navrita Mathiah, Bechara Saykali, Isabelle Migeotte
Cell segmentation with random ferns and graph-cuts. ICIP (2016)
Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR (2016)
Arnaud Browet, Christophe De Vleeschouwer, Laurent Jacques, Navrita Mathiah, Bechara Saykali, Isabelle Migeotte
Cell segmentation with random ferns and graph-cuts. CoRR (2016)
Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin
Improving the Correlation Lower Bound for Simultaneous Orthogonal Matching Pursuit. IEEE Signal Process. Lett. 23 (11) (2016)
Kévin Degraux, Gabriel Peyré, Jalal Fadili, Laurent Jacques
Sparse Support Recovery with Non-smooth Loss Functions. NIPS (2016)
Christophe De Vleeschouwer, A. Legrand, Laurent Jacques, Martial Hebert
Mitigating memory requirements for random trees/ferns. ICIP (2015)
Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin
On The Exact Recovery Condition of Simultaneous Orthogonal Matching Pursuit. CoRR (2015)
Kévin Degraux, Valerio Cambareri, Laurent Jacques, Bert Geelen, Carolina Blanch, Gauthier Lafruit
Generalized inpainting method for hyperspectral image acquisition. ICIP (2015)
Stéphanie Guérit, Laurent Jacques, Benoît Macq, John A. Lee
Post-Reconstruction Deconvolution of PET Images by Total Generalized Variation Regularization. CoRR (2015)
Laurent Jacques
Small width, low distortions: quasi-isometric embeddings with quantized sub-Gaussian random projections. CoRR (2015)
Laurent Jacques
A Quantized Johnson-Lindenstrauss Lemma: The Finding of Buffon's Needle. IEEE Trans. Inf. Theory 61 (9) (2015)
Amirafshar Moshtaghpour, Laurent Jacques, Valerio Cambareri, Kévin Degraux, Christophe De Vleeschouwer
Consistent Signal and Matrix Estimates in Quantized Compressed Sensing. CoRR (2015)
K. C. Amit Kumar, Laurent Jacques, Christophe De Vleeschouwer
Discriminative and Efficient Label Propagation on Complementary Graphs for Multi-Object Tracking. CoRR (2015)
Jean-François Determe, Jérôme Louveaux, Laurent Jacques, François Horlin
Simultaneous Orthogonal Matching Pursuit With Noise Stabilization: Theoretical Analysis. CoRR (2015)
Prasad Sudhakar, Laurent Jacques, Xavier Dubois, Philippe Antoine, Luc Joannes
Compressive Imaging and Characterization of Sparse Light Deflection Maps. SIAM J. Imaging Sci. 8 (3) (2015)
Stéphanie Guérit, Laurent Jacques, Benoît Macq, John A. Lee
Post-reconstruction deconvolution of PET images by total generalized variation regularization. EUSIPCO (2015)
Kévin Degraux, Valerio Cambareri, Laurent Jacques, Bert Geelen, Carolina Blanch, Gauthier Lafruit
Generalized Inpainting Method for Hyperspectral Image Acquisition. CoRR (2015)
Adriana Gonzalez, Véronique Delouille, Laurent Jacques
Non-parametric PSF estimation from celestial transit solar images using blind deconvolution. CoRR (2014)
Adriana Gonzalez, Laurent Jacques
Robust phase unwrapping by convex optimization. ICIP (2014)
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Ivo Ihrke, Xavier Granier, Gaël Guennebaud, Laurent Jacques, Bastian Goldlücke
An Introduction to Optimization Techniques in Computer Graphics. Eurographics (Tutorials) (2014)
Emmanuel d'Angelo, Laurent Jacques, Alexandre Alahi, Pierre Vandergheynst
From Bits to Images: Inversion of Local Binary Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 36 (5) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Laurent Jacques