Pierre WEISS

I hope that correctness and novelty will outlast visibility and volume;

• Convex Curve Recovery in Phase Space. Extreme Points and Exact Graph Discretization.
  P. Weiss
  HAL Preprint (2026)
  (pdf)

• Interfacial Permeability, Reflectivity and Preferential Internal Mixing of Phase-Separated Condensates.
  Oihan Joyot, Zoé Ferrand, Fernando Muzzopappa, Pierre Weiss, Fabian Erdel
  ArXiv Preprint (2026)
  (pdf)

• A Morse-Bott Framework for Blind Inverse Problems. Local Recovery and the Failure of the MAP.
  (Previously: How diffusion prior landscapes shape the posterior in blind deconvolution)
  M.H. Nguyen, E. Pauwels, P. Weiss
  SIAM Imaging Science (2026)
  (pdf)

• An analytic theory of convolutional neural network inverse problems solvers.
  M.H. Nguyen, Q.B. Do, E. Pauwels, P. Weiss
  ICML (2026)
  (pdf)
• MyoFuse: A fully AI-based workflow for automated quantification of skeletal muscle cell fusion in vitro.
  B. Lair, C. Cazorla, A. Lobeto, A. Labour, C. Laurens, A.C. Rustan, P. Weiss, R. Flores-Flores, C. Moro
  Scientific reports (2026)
  (pdf)

• DeepInverse: A Python package for solving imaging inverse problems with deep learning.
  Tachella, Terris, Hurault, Wang, Chen, Nguyen, ...
  JOSS (2025)
  (pdf) (doc) (github) (video)
• Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds
  N. Munier, E. Soubies, P. Weiss
  JMLR (2025)
  (pdf)
• Sketchpose: learning to segment cells with partial annotations
  C. Cazorla, N. Munier, R. Morin, P. Weiss
  MELBA (2025)
  (pdf) (video)
• Exploring instabilities of inverse problem solvers with low-dimensional manifolds
  N. Munier, E. Soubies, P. Weiss
  IPMS Proceeding (2025)
  (pdf)
• MAP, déconvolution aveugle et a priori appris : un subtil mélange
  M.H. Nguyen, E. Pauwels, P. Weiss
  GRETSI (2025)
  (pdf)
• Jackpot 2.0 : variété d'incertitude pour les problèmes inverses
  N. Munier, E. Soubies, P. Weiss
  GRETSI (2025)
  (pdf)
• Inférence de paramètres bio-physiques par microscopie FRAP
  O. Joyot, F. Erdel, F. de Gournay, P. Weiss
  GRETSI (2025)
  (pdf)
• Sketchpose 2.0 – Entraîner des Modèles de Segmentation d’Instances à partir d’Annotations Partielles
  F. Sarron, P. Weiss
  GRETSI (2025)
  (pdf)

• DeepVibes: Correcting Micro-Vibrations in Satellite Imaging with Pushbroom Cameras.
  M.H. Nguyen, F. De Vieilleville, P. Weiss
  IEEE Transactions on Geoscience and Remote Sensing (2024)
  (pdf)
• Grid is Good: Adaptive Refinement Algorithms for Off-the-Grid Total Variation Minimization.
  A. Flinth, F. de Gournay, P. Weiss
  Open Journal on Mathematical Optimization (OJMO) (2024)
  (pdf)
• DEEP-BLUR: Blind Identification and Deblurring with Convolutional Neural Networks.
  V. Debarnot, P. Weiss
  Biological Imaging, Cambridge University Press (2024)
  (pdf)
• SVETLANA: A Supervised Segmentation Classifier for NAPARI.
  C. Cazorla, R. Morin, P. Weiss
  Nature Scientific Reports (2024)
  (pdf) (video)
• Training Adaptive Reconstruction Networks for Blind Inverse Problems.
  A. Gossard, P. Weiss
  SIAM Imaging Science (2024)
  (pdf)

• The MLE is a reliable source: sharp performance guarantees for localization problems.
  N. Munier, E. Soubies, P. Weiss
  Inverse Problems (2023)
  (pdf)
• Bayesian Optimization of Sampling Densities in MRI.
  A. Gossard, F. de Gournay, P. Weiss
  MELBA: Machine Learning for Biomedical Imaging (2023)
  (pdf)
• Algorithmes de Visualisation de Non-Identifiabilité.
  N. Munier, E. Soubies, P. Weiss
  GRETSI (2023)
  (pdf)

• Spurious minimizers in non uniform Fourier sampling optimization.
  A. Gossard, F. de Gournay, P. Weiss
  Inverse Problems (2022)
  (pdf)
• Blind inverse problems with isolated spikes.
  V. Debarnot, P. Weiss
  Information & Inference (2022)
  (pdf)
• Globally optimized 3D SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging.
  G.R. Chaithya, P. Weiss, A. Massire, A. Vignaud, P. Ciuciu
  IEEE Transactions on Medical Imaging (2022)
  (pdf)
• Sampling rates for l1 synthesis.
  M. März, C. Boyer, J. Kahn, P. Weiss
  Foundations of Computational Mathematics (FoCM) (2022)
  (pdf)
• A fast dejittering approach for line scanning microscopy.
  L. Duguet, J. Calve, C. Cauchois, P. Weiss
  IEEE International Conference on Image Processing (2022)
  (pdf)

• Learning low-dimensional models of microscopes.
  V. Debarnot, P. Escande, T. Mangeat, P. Weiss
  IEEE Transactions on Computational Imaging (2021)
  (pdf) (video)
• DEEPBLUR: Blind Identification of Space Variant PSF.
  V. Debarnot, P. Weiss
  IEEE ISBI (2021)
  (pdf)

• Fast Wavelet Decomposition of Linear Operators through Product-Convolution Expansions.
  P. Escande, P. Weiss
  IMA Journal of Numerical Analysis (2020)
  (pdf)
• On the linear convergence rates of exchange and continuous methods for total variation minimization.
  A. Flinth, F. de Gournay, P. Weiss
  Mathematical Programming A (2020)
  (pdf)
• 3D variable-density SPARKLING trajectories for high-resolution T2*-weighted Magnetic Resonance Imaging.
  C. Lazarus, P. Weiss, L. El Gueddari, F. Mauconduit, A. Massire, M. Ripart, A. Vignaud, P. Ciuciu
  NMR in Biomedicine (2020)
  (pdf)
• Correcting the side effects of ADC filtering in MR image reconstruction.
  C. Lazarus, M. März, P. Weiss
  JMIV (2020)
  (pdf)
• Modelling a Microscope as Low Dimensional Subspace of Operators.
  V. Debarnot, P. Escande, T. Mangeat, P. Weiss
  EUSIPCO (2020)
  (pdf) (video)
• Off-the-grid data-driven optimization of sampling schemes in MRI.
  A. Gossard, F. de Gournay, P. Weiss
  ITWIST (2020)
  (pdf) (video)

• Contributions aux mathématiques de l'imagerie.
  P. Weiss
  HDR de l'université Paul Sabatier (2019)
  (pdf)
• A scalable estimator of sets of integral operators.
  V. Debarnot, P. Escande, P. Weiss
  Inverse Problems (2019)
  (pdf)
• Measure and characterization of the forces exerted by growing multicellular spheroids using microdevice arrays.
  L. Aoun, S. Larnier, P. Weiss, A. Herbulot, B. Ducommun, C. Vieu, C. Cazales, V. Lobjois
  PLOS ONE (2019)
  (pdf)
• FitEllipsoid: a fast supervised ellipsoid segmentation plugin.
  J. Fehrenbach, B. Kovac, P. Weiss
  BMC Bioinformatics (2019)
  (pdf) (video) (codes)
• Optimal transport approximation of measures.
  F. de Gournay, J. Kahn, L. Lebrat, P. Weiss
  SIAM Imaging Science (2018)
  (pdf) (video)
• Multiview Attenuation Estimation and Correction.
  V. Debarnot, J. Kahn, P. Weiss
  JMIV (2019)
  (pdf) (codes)
• Contrast Invariant SNR and Isotonic Regressions.
  P. Weiss, P. Escande, G. Bathie, Y. Dong
  International Journal of Computer Vision (2019)
  (pdf) (codes)
• On Representer Theorems and Convex Regularization.
  C. Boyer, A. Chambolle, Y. de Castro, V. Duval, F. de Gournay, P. Weiss
  SIAM Optimization (2019)
  (pdf)
• SPARKLING: variable-density k-space filling curves for accelerated T2*-weighted MRI.
  C. Lazarus, P. Weiss, N. Chauffert, F. Mauconduit, L. El Gueddari, C. Destrieux, I. Zemmoura, A. Vignaud, P. Ciuciu
  Magnetic Resonance in Medicine (2019)
  (pdf)
• PATENT BD18193MBT: METHOD AND APPARATUS FOR ACCELERATED MAGNETIC RESONANCE IMAGING.
  C. Lazarus, P. Weiss, A. Vignaud, P. Ciuciu
  (2019)
• Iterative Discretization of Optimization Problems Related to Superresolution.
  A. Flinth, P. Weiss
  Proc. SAMPTA (2019)
• A scalable estimator of space varying blurs - application in super-resolution.
  V. Debarnot, T. Mangeat, P. Weiss
  Proc. SPARS (2019)
• Compressed sensing and the synthesis formulation.
  C. Boyer, J. Kahn, M. März, P. Weiss
  Proc. SPARS (2019)
• Eventual linear convergence rate of an exchange algorithm for superresolution.
  A. Flinth, F. de Gournay, P. Weiss
  Proc. SPARS (2019)
• 3D SPARKLING for accelerated ex vivo T2*-weighted MRI with compressed sensing.
  C. Lazarus, P. Weiss, A. Vignaud, P. Ciuciu
  Proc. ISMRM (2019)

• Exact solutions of infinite dimensional total-variation regularized problems.
  A. Flinth, P. Weiss
  Information and Inference (2018)
  (pdf)
• Estimation of linear operators from scattered impulse responses.
  J. Bigot, P. Escande, P. Weiss
  Applied and Computational Harmonic Analysis (2018)
  (pdf)
• Accelerating l1-l2 deblurring using wavelet expansions of operators.
  P. Escande, P. Weiss
  Journal of Computational and Applied Mathematics (2018)
  (pdf)
• An Empirical Study of the Maximum Degree of Undersampling in Compressed Sensing for T2*-weighted MRI.
  C. Lazarus, P. Weiss, A. Vignaud, P. Ciuciu
  Magnetic Resonance Imaging (2018)
  (pdf)
• Impact of physical confinement on nuclei geometry and cell division dynamics in 3D spheroids.
  A. Desmaison, L. Guillaume, S. Triclin, P. Weiss, B. Ducommun, V. Lobjois
  Nature Scientific Reports (2018)
  (pdf)
• Distribution-controlled and optimally spread non-Cartesian sampling curves for accelerated in vivo brain imaging at 7 Tesla.
  C. Lazarus, P. Weiss, N. Chauffert, L. El Gueddari, F. Mauconduit, I. Zemmoura, C. Destrieux, A. Vignaud, P. Ciuciu
  Proc. ISMRM (2018)
  (pdf)

• Compressed sensing with structured sparsity and structured acquisition.
  C. Boyer, J. Bigot, P. Weiss
  Applied and Computational Harmonic Analysis (2017)
  (pdf)
• Approximation of integral operators using product-convolution expansions.
  P. Escande, P. Weiss
  JMIV, Vol. 58, No. 3, pp. 333-348 (2017)
  (pdf)
• A Variational Model for Multiplicative Structured Noise Removal.
  P. Escande, P. Weiss, W. Zhang
  JMIV, Vol. 57, No. 1, pp. 43-55 (2017)
  (pdf)
• A projection method on measures sets.
  N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
  Constructive Approximation, pp. 83-111 (2017)
  (pdf)
• SPARKLING: Novel Non-Cartesian Sampling Schemes for Accelerated 2D Anatomical Imaging at 7T Using Compressed Sensing.
  C. Lazarus, P. Weiss, N. Chauffert, F. Mauconduit, M. Bottlaender, A. Vignaud, P. Ciuciu
  Proc. ISMRM (2017)
  (pdf)
• SPARKLING: nouveaux schémas d'échantillonnage compressif prospectif pour l'IRM haute résolution.
  C. Lazarus, P. Weiss, N. Chauffert, A. Vignaud, P. Ciuciu
  Proc. GRETSI (2017)
  (pdf)
• Approches variationnelles pour le stippling: distances L2 ou transport optimal ?
  F. De Gournay, J. Kahn, L. Lebrat, P. Weiss
  Proc. GRETSI (2017)
  (pdf)

• On the generation of sampling schemes for Magnetic Resonance Imaging.
  C. Boyer, N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
  SIAM Imaging Science, Vol. 9, N.4, 2039-2072 (2016)
  (pdf)
• Gradient waveform design for variable density sampling in Magnetic Resonance Imaging.
  N. Chauffert, P. Weiss, J. Kahn, P. Ciuciu
  IEEE Transactions on Medical Imaging, 35(9), 2026-2039 (2016)
  (pdf) (Matlab codes)
• An analysis of block sampling strategies in compressed sensing.
  J. Bigot, C. Boyer, P. Weiss
  IEEE Information Theory, 62(4), 2125-2139 (2016)
  (pdf)
• Structure tensor based analysis of cells and nuclei organization in tissues.
  W. Zhang, J. Fehrenbach, A. Desmaison, V. Lobjois, B. Ducommun, P. Weiss*
  IEEE Transactions on Medical Imaging, vol. 35, Issue 1 (2016)
  (pdf) (Codes)

• Sparse Wavelet Representation of Spatially Varying Blurring Operators.
  P. Escande, P. Weiss
  SIAM Imaging Science, Vol. 8, N. 4, pp. 2976-3014, (2015).
  (pdf)
• Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging.
  E. Soubies, P. Weiss, X. Descombes
  Book chapter, Pattern Recognition Applications and Methods: A. Fred & M. De Marisco editors, Springer (2015).
  (pdf)
• Bilevel Image Denoising using Gaussianity Tests.
  J. Fehrenbach, M. Nikolova, G. Steidl, P. Weiss
  Proc. SSVM (2015).
  (pdf)
• Variable density sampling based on physically plausible gradient waveform. Application to 3D MRI angiography.
  N. Chauffert, P. Weiss, M. Boucher, S. Mériaux, P. Ciuciu
  Proc ISBI (2015).
  (pdf)
• Echantillonnage compressé avec acquisition structurée et parcimonie structurée.
  C. Boyer, J. Bigot, P. Weiss
  Proc. GRETSI (2015).
  (pdf)
• Approximation et Estimation des Opérateurs de Flou Variable.
  P. Escande, P. Weiss
  Proc. GRETSI (2015).
  (pdf)
• Comment représenter une image avec un spaghetti ?
  N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
  GRETSI (2015).
  (pdf)
• Sur la génération de schémas d'échantillonnage compressé en IRM.
  P. Weiss, N. Chauffert, C. Boyer, J. Kahn, P. Ciuciu
  GRETSI (2015).
  (pdf)

• Variable density sampling with continuous trajectories: application to MRI.
  N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
  SIAM Journal on Imaging Science, vol. 7, issue 4 (2014)
  (pdf)
• An algorithm for variable density sampling with block-constrained acquisition.
  C. Boyer, P. Weiss, J. Bigot
  SIAM Journal on Imaging Science, vol. 7, issue 2 (2014)
  (pdf)
• Processing stationary noise: model and parameter selection in variational methods.
  J. Fehrenbach, P. Weiss
  SIAM Journal on Imaging Science, vol. 7, issue 2 (2014)
  (pdf)
• On variant strategies to solve the magnitude least squares optimization problem in parallel transmission pulse design and under strict SAR and power constraints.
  A. Hoyos-Idrobo, P. Weiss, A. Massire, A. Amadon, N. Boulant
  IEEE Transactions on Medical Imaging, vol. 33, issue 3 (2014)
  (pdf)
• Microdevice arrays of high aspect ratio Poly(DiMethylSiloxane) pillars for the investigation of multicellular tumour spheroids mechanical properties.
  L. Aoun, P. Weiss, A. Laborde, B. Ducommun, V. Lobjois, C. Vieu
  Lab On Chip, vol. 14, pp. 2344–2353 (2014)
• Hyperspectral pan-sharpening: a convex constrained formulation to impose parallel level lines.
  A. Huck, F. de Vieilleville, P. Weiss, M. Grizonet
  Proc. WHISPERS (2014)
  (pdf)
• Optical signature of multicellular tumor spheroids using index-mismatch induced spherical aberrations.
  G. Le Corre, P. Weiss, B. Ducommun, C. Lorenzo
  SPIE Optical Interactions with Tissues and Cells (2014)
• PDMS microdevice arrays for measuring the forces exerted by growing multicellular tumor spheroids.
  L. Aoun, S. Larnier, P. Weiss, A. Herbulot, B. Ducommun, V. Lobjois, C. Vieu
  Proc. MicroTAS (2014)
  (pdf)

• Travelling salesman-based variable density sampling.
  N. Chauffert, P. Ciuciu, J. Kahn, P. Weiss
  Proc. Sampta (2013)
  (pdf)
• A theoretical analysis of a sampling strategy among blocks of measurements for compressed sensing.
  C. Boyer, J. Bigot, P. Weiss
  Proc. Sampta (2013)
  (pdf)
• From variable density sampling to continuous sampling using Markov chains.
  N. Chauffert, P. Ciuciu, F. Gamboa, P. Weiss
  Proc. Sampta (2013)
  (pdf)
• Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain.
  P. Escande, P. Weiss, F. Malgouyres
  Proc. NCMIP, Journal of Physics: Conference Series, IOP Publishing (2013)
  (pdf)
• Variable density compressed sensing in MRI. Theoretical vs heuristic sampling strategies.
  N. Chauffert, P. Ciuciu, P. Weiss
  Proc. ISBI (2013)
  (pdf)
• Spatially varying blur recovery: diagonal approximations in the wavelet domain.
  P. Escande, P. Weiss, F. Malgouyres
  Proc. ICPRAM (2013)
  (pdf)
• A 3D segmentation algorithm for ellipsoidal shapes: application to nuclei extraction.
  E. Soubies, P. Weiss, X. Descombes
  Proc. ICPRAM (2013)
  (pdf)

• Variational algorithms to remove stationary noise. Application to microscopy imaging.
  J. Fehrenbach, P. Weiss, C. Lorenzo
  IEEE Transactions on Image Processing, Vol. 21, No. 10, pp. 4420–4430, October (2012)
  (pdf) (web) (zip) (slides)
• HYR2PICS: Hybrid Regularized Reconstruction for Combined Parallel Imaging and Compressive Sensing in MRI.
  C. Boyer, P. Ciuciu, P. Weiss, S. Mériaux
  Proc. ISBI (2012)
  (pdf)
• Variational algorithms to remove stripes: a generalization of the negative norm models.
  J. Fehrenbach, P. Weiss, C. Lorenzo
  Proc. ICPRAM (2012)
  (pdf)

• On the illumination invariance of the level lines under directed light. Application to change detection.
  P. Weiss, A. Fournier, L. Blanc-Féraud, G. Aubert
  SIAM Journal on Imaging Sciences, Vol. 4, No. 1, pp. 448–471 (2011)
  (pdf)
• Live cell division dynamics monitoring in 3D large spheroid tumor models using light sheet microscopy.
  C. Lorenzo, C. Frongia, R. Jorand, J. Fehrenbach, P. Weiss, A. Maandhui, G. Gay, B. Ducommun, V. Lobjois*
  6:22, Cell Division (2011)
  (pdf)
• Accelerating ISTA with an active set strategy.
  M. Kowalski, P. Weiss, A. Gramfort, S. Anthoine
  Workshop NIPS Opt2011 (2011)
  (pdf)
• Alternating Direction Method of Multipliers Applied to 3D Light Sheet Fluorescence Microscopy Image Deblurring Using GPU Hardware.
  F. De Vieilleville, P. Weiss, V. Lobjois, D. Kouamé
  EMBC (2011)
  (pdf)
• Restauration 3D en imagerie fluorescente par feuille de lumière avec implantation GPU.
  F. De Vieilleville, P. Weiss, V. Lobjois, D. Kouamé
  GRETSI (2011)
  (pdf)

• Solving Constrained Total-Variation Image Restoration and Reconstruction Problems via Alternating Direction Methods.
  M. Ng, P. Weiss, X.-M. Yuan
  SIAM Journal on Scientific Computing, Vol. 32 (2010)
  (pdf)
• Minimax current density coil design.
  M. Poole, P. Weiss, H. Sanchez Lopez, M. Ng, S. Crozier
  Journal of Physics D: Applied Physics, Vol. 43 (2010)
  (pdf)
• Régularité et parcimonie pour les problèmes inverses en imagerie : algorithmes et comparaisons.
  M. Carlavan, P. Weiss, L. Blanc-Féraud
  Traitement du Signal, Vol. 27, No. 2 (2010)
  (pdf)
• Temperature Characteristics of Gradient Coils with Minimax Current Density.
  M. Poole, P. Weiss, H. Sanchez Lopez, M. Ng, S. Crozier
  Proceedings of the International Society for Magnetic Resonance in Medicine, 18, 564, (2010)
  (pdf)
• Minimax Current Density Coil Design.
  M. Poole, P. Weiss, H. Sanchez Lopez, M. Ng, S. Crozier
  Proceedings of the International Society for Magnetic Resonance in Medicine, 18, 564, (2010)
  (pdf)

• Efficient schemes for total variation minimization under constraints in image processing.
  P. Weiss, L. Blanc-Féraud, G. Aubert
  SIAM Journal on Scientific Computing, Vol. 31, No. 3, pp. 2047–2080 (2009)
  (pdf)
• Algorithme rapide pour la restauration d'image régularisée sur les coefficients d'ondelettes.
  M. Carlavan, P. Weiss, L. Blanc-Féraud, J. Zerubia
  Proc. GRETSI Symposium on Signal and Image Processing, Dijon, France, septembre (2009)
  (pdf)
• A proximal method for inverse problems in image processing.
  P. Weiss, L. Blanc-Féraud
  Proc. EUSIPCO, Glasgow, Scotland, août (2009)
  (pdf)
• Complex wavelet regularization for solving inverse problems in remote sensing.
  M. Carlavan, P. Weiss, L. Blanc-Féraud, J. Zerubia
  Proc. IGARSS, Cape Town, South Africa, juillet (2009)
  (pdf)
• Smoothing techniques for convex problems. Applications in image processing.
  P. Weiss, M. Carlavan, L. Blanc-Féraud, J. Zerubia
  Proc. SAMPTA, Marseille, France, mai (2009)
  (pdf)

• A contrast equalization procedure for change detection algorithms: applications to remotely sensed images of urban areas.
  A. Fournier, P. Weiss, L. Blanc-Féraud, G. Aubert
  International Conference on Pattern Recognition (ICPR), Tampa, USA, décembre (2008)
  (pdf)
• Compression artifacts reduction using variational methods: algorithms and experimental study.
  P. Weiss, L. Blanc-Féraud, T. André, M. Antonini
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Las Vegas, USA, mars (2008)
  (pdf)
• Sur la complexité et la rapidité d’algorithmes pour la minimisation de la variation totale sous contraintes.
  P. Weiss, L. Blanc-Féraud, G. Aubert
  Proc. GRETSI Symposium on Signal and Image Processing, septembre (2007)
  (pdf)
• Reconstruction d'images satellitaires à partir d'un échantillonnage irrégulier.
  M. Carlavan, P. Weiss, L. Blanc-Féraud, J. Zerubia
  Rapport de Recherche 6732, INRIA (2008)
  (pdf)
• Some applications of L-infinite norms in image processing.
  P. Weiss, G. Aubert, L. Blanc-Féraud
  Rapport de Recherche 6115, INRIA, septembre (2006)
  (pdf)

PhD thesis

• Algorithmes rapides d'optimisation convexe. Application à la reconstruction d'images et à la détection de changements.

  P. Weiss. Thèse de Doctorat, Université de Nice Sophia Antipolis (2008). (pdf)

Talks/Seminars/Invitations

• IABM, ENS Lyon, Mars 2026 (plenary)
• AI in the West, Rennes, January 2026 (plenary)
• Mifobio, Seignosse, Atelier DeepBlur, October 2025
• Mifobio, Seignosse, Atelier Svetlana & Skecthpose, October 2025
• Microblind closing workshop, CIRM, September 2025
• Journées COCO, IHP, Septembre 2025
• GRETSI, Strasbourg, Août 2025
• Maths4DL, Bath, England, June 2025
• Workshop défi clé Cebboc, Verdun en Lauraguais, Octobre 2024
• IPMS, Malta, May 2024 (plenary)
• Journées Margaux, Pau, France, June 2024
• IRIT SI seminar, Toulouse, June 2024
• Torus AI seminars, Toulouse, March 2024
• DeepBioHealth, zoom (national), Februrary 2024
• Atelier Mifobio (EigenPSF extractor), Hyères, Novembre 2023
• Atelier Mifobio (Sketchpose & Svetlana), Hyères, Novembre 2023
• Workshop MIA sparsity, Bordeaux, March 2023
• MIA, Berlin, Germany, February 2023 (plenary)
• Articial Intelligence day, CBI, 2022 (invited)
• One World MINDS seminar, 2022 (invited) (talk)
• ICCHA, Ingolstadt (by train), Germany, September 2022 (invited)
• IPMS, Malta (zoom), December 2022 (invited)
• SIAM Imaging Science (zoom), March 2022
• Quantization, location, sampling and matching, Lagrange Center, March 2022, Paris (invited)
• Journées optique non conventionnelle, March 2022, Paris
• Workshop Optimization, inverse problems, Microscopy, Firenze (zoom), Italy, November 2021 (invited)
• Startup meeting ANR MicroBLIND, CIRM, France, December 2021 (organizer)
• Atelier Mifobio (with E. Soubies, D. Sage) -- Eigen-PSF extractor, Giens, France, November 2021
• Ecole doctorale Peyresq - co-conception 2021, Zoom, France, Juin 2021 (invited 5h)
• Séminaire Français d'optimisation, Zoom, France, December 2020 (invited)
• Euspico 2020, Amsterdam, Netherlands, August 2020 (invited)
• SIGMA 2020, CIRM, Marseille, France, Avril 2020 (plenary)
• Journées de la SEME, Montpellier, France, Novembre 2019 (invited)
• ICIAM 2019 (in memory of Mila Nikolova), Valencia, Spain, July 2019 (invited)
• OSA topical meetings Maths & Imaging, Munchen, Germany, June 2019.
• Séminaire MOKAPLAN, INRIA, Paris, January 2019 (invited).
• Journées Transparisation, Microscopie Fluorescence Multidimensionnelle, Montpellier, June 2019 (invited).
• Journées Genotoul, Toulouse, May 2019 (invited).
• iTWIST 2018, November, 2018
• Journées avancées de la recherche biomédicale, Toulouse, December 2018 (invited).
• Conference ITWiST, Marseille, December 2019.
• OSA topical meetings Maths & Imaging, Orlando, USA, June 2018.
• Changsha Conference on mathematics and image processing, Changsha, China, April 2018 (invited).
• IPIP Conference, Beijing, China, April 2018 (invited).
• ITAV, Toulouse, Februrary 2018.
• SMAI-SIGMA meeting, Paris 6, November 15, 2017 (invited).
• Generative models, parameter learning and sparsity, Cambridge, UK, November 2017 (invited).
  
• Journées MIA & MOA, Bordeaux, October 2017 (invited).
  
• Variational Methods, New Optimization Techniques, Cambridge, UK, September 2017 (invited).
  
• Imaging & Applied Optics Congress, San Francisco, USA, June 2017 (committee).
• SPARS, Lisbon, Portugal, June 2017.
  
• Imaging & Applied Optics Congress, Heidelberg, Germany, July 2016 (invited).
• Colloquium, Technische Universität Berlin, June 2016 (invited).
  
• Seminar University of Louvain, March 2016 (invited).
• Visit at DTU, Denmark, February, 2016 (invited).
  
• Conference MIA, Paris, January 2016 (invited).
• Seminar at Cambridge (Applied and Computational Analysis), November 2015 (invited).
• Workshop GDR 2588, Paris, Institut Pasteur, November 2015.
  
• Conference GRETSI, Lyon, September 2015.
  
• Séminaire Image, MAP5, Paris, April 2015 (invited).
• Groupe de Travail Maths-Bio, IMT, Toulouse, February 2015 (invited).
  
• Winter school on computational harmonic analysis, October 2014, Marseille (invited).
• Conference ITWIST 2014, August 2014, Belgium (plenary).
• Cafés de l'IMT, Toulouse, June 2014 (invited).
• Questions ouvertes à..., Toulouse, June 2014 (invited).
  
• Conference SIAM imaging science, May 2014, Hong Kong (invited).
• Workshop on splitting techniques, May 2014, Hong Kong (invited).
  
• Séminaire SPOT, ENSEEIHT, décembre 2013 (invited).
• Journées MIP, IMT, décembre 2013 (invited).
• Séminaire au laboratoire I3S, Sophia-Antipolis, Juin 2013 (invited).
• Séminaire au XLim, Limoges, Mars 2013 (invited).
• Conference ICPRAM in Barcelona, February 2013.
• Séminaire ITAV, Toulouse, Février 2013 (invited).
  
• GIS Genotoul, Toulouse, Novembre 2012 (invited).
• Journées bordelaises d'analyse mathématique des images, Bordeaux, Novembre 2012 (invited).
• Séminaire à l'institut de mathématiques d'Avignon, Avignon, Novembre 2012 (invited).
• Animation d'une table ronde, 6th Imaging The Cell, Toulouse, Juin 2012.
• Workshop I-Twist, Marseille, France, May 2012.
• Séminaire Image, Université de Toulouse, Avril 2012 (invited).
• Conference ICPRAM, Vilamoura, Portugal, Februray 2012.
• Third Light Sheet Microscopy Workshop, Toulouse, October 2011.
• Conference AFG, Toulouse, September 2011.
• Seminar at NUS, National University of Singapore, May 2011 (invited).
• Spring school on image and mathematics, Martel, April 2011 (invited).
• Séminaire Image, Université Paris 6, février 2011 (invited).
• Séminaire Applications des Mathématiques, ENS Cachan Ker Lann, février 2011 (invited).
• Workshop MIBS - Les dessous de l'image, Toulouse, Novembre 2010 (invited).
• Séminaire au LATP, à l'université de Marseille, mars 2010 (invited).
• Colloque Méthodes Mathématiques Image, Orléans, avril 2010 (invited).
• Séminaire à l'université de Marne la vallée, février 2010 (invited).
• Séminaire MIP 2009, Toulouse, France (invited).
• Conference EUSIPCO 2009, Glasgow, Scotland.
• Seminar at Chinese University, Hong Kong, 2009 (invited).
• Conference SAMPTA 2009, Marseille, France.
• Workshop MCI 2009, Hong Kong Baptist University, Hong Kong (invited).
• Conference ICASSP 2008, Las Vegas, USA.
• Conference Canum 2007, Praz-sur-Arly, France.
• Conference Code 2007, Institut Henri Poincaré, Paris, France.
• Conference SIAM conference on Imaging Science 2007, Minneapolis, USA.
• Conference MIA (Mathematics and Image Analysis) 2007 - Paris, France.
• Conference Gretsi 2007, Université de Troyes, France.