| 2025 | ICASSP | Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT. | Liam Moroy, Guillaume Bourmaud, Frdric Champagnat, Jean-Franois Giovannelli |
| 2017 | ICASSP | A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images. | Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, Jean-Franois Giovannelli |
| 2015 | ICASSP | Gradient scan Gibbs sampler: An efficient high-dimensional sampler application in inverse problems. | Franois Orieux, Olivier Fron, Jean-Franois Giovannelli |
| 2015 | ICASSP | Potts model parameter estimation in Bayesian segmentation of piecewise constant images. | Roxana-Gabriela Rosu, Jean-Franois Giovannelli, Audrey Giremus, Cornelia Paula Vacar |
| 2014 | ICASSP | Variable selection for noisy data applied in proteomics. | Noura Dridi, Audrey Giremus, Jean-Franois Giovannelli, Caroline Truntzer, Pascal Roy, L. Gerfaut, Jean-Philippe Charrier, Patrick Ducoroy, Catherine Mercier, Pierre Grangeat |
| 2013 | ICASSP | Variable selection for a mixed population applied in proteomics. | F. Adjed, Jean-Franois Giovannelli, Audrey Giremus, Noura Dridi, Pascal Szacherski |
| 2011 | ICASSP | Langevin and hessian with fisher approximation stochastic sampling for parameter estimation of structured covariance. | Cornelia Paula Vacar, Jean-Franois Giovannelli, Yannick Berthoumieu |
| 2011 | ICIP | Ising field parameter estimation from incomplete and noisy data. | Jean-Franois Giovannelli |
| 2010 | ICASSP | Deconvolutionwith gaussian blur parameter and hyperparameters estimation. | Franois Orieux, Jean-Franois Giovannelli, Thomas Rodet |
| 2010 | ICIP | Estimation of the Ising field parameter thanks to the exact partition function. | Jean-Franois Giovannelli |
| 2010 | ICIP | Instrument parameter estimation in bayesian convex deconvolution. | Franois Orieux, Thomas Rodet, Jean-Franois Giovannelli |
| 2009 | ICIP | Super-resolution with continuous scan shift. | Franois Orieux, Thomas Rodet, Jean-Franois Giovannelli |
| 2007 | IGARSS | Contaminant source estimation in a two-layers porous environment using a Bayesian approach. | Aurlien Hazart, Jean-Franois Giovannelli, Stphanie Dubost, Laurence Chatellier |
| 1999 | ICASSP | Markovian high resolution spectral analysis. | Philippe Ciuciu, Jrme Idier, Jean-Franois Giovannelli |
| 1996 | ICIP | Regularized estimation of flow patterns in MR velocimetry. | Alain Herment, Jean-Franois Giovannelli, lie Mousseaux, Jrme Idier, Alain De Cesare, Odile Jolivet, Jacques Bittoun |
| 1993 | ICASSP | A statistical study of a regularized method for long auto-regressive spectral estimation. | Jean-Franois Giovannelli, Guy Demoment |