| 2026 | DATA | Neural Network-Based Group Sparsity for Nonlinear Feature Selection in Multi-Output Problems. | Mamadou Kanout, Florence Forbes |
| 2025 | ICLR | Bayesian Experimental Design Via Contrastive Diffusions. | Jacopo Iollo, Christophe Heinkel, Pierre Alliez, Florence Forbes |
| 2024 | ICML | PASOA- PArticle baSed Bayesian Optimal Adaptive design. | Jacopo Iollo, Christophe Heinkel, Pierre Alliez, Florence Forbes |
| 2024 | IJCNN | Bayesian Likelihood Free Inference using Mixtures of Experts. | Hien Duy Nguyen, TrungTin Nguyen, Florence Forbes |
| 2024 | MICCAI | Robust Conformal Volume Estimation in 3D Medical Images. | Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat |
| 2023 | MICCAI | TriadNet: Sampling-Free Predictive Intervals for Lesional Volume in 3D Brain MR Images. | Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat |
| 2023 | MICCAI | Multi-layer Aggregation as a Key to Feature-Based OOD Detection. | Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat |
| 2023 | MICCAI | Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification. | Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat |
| 2023 | MICCAI | Towards Frugal Unsupervised Detection of Subtle Abnormalities in Medical Imaging. | Geoffroy Oudoumanessah, Carole Lartizien, Michel Dojat, Florence Forbes |
| 2022 | MICCAI | Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust. | Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat |
| 2021 | MICCAI | Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients. | Vernica Muoz Ramrez, Nicolas Pinon, Florence Forbes, Carole Lartizien, Michel Dojat |
| 2017 | MICCAI | Sub-acute and Chronic Ischemic Stroke Lesion MRI Segmentation. | Senan Doyle, Florence Forbes, Assia Jaillard, Olivier Heck, Olivier Detante, Michel Dojat |
| 2017 | MICCAI | Traumatic Brain Lesion Quantification Based on Mean Diffusivity Changes. | Christophe Maggia, Thomas Mistral, Senan Doyle, Florence Forbes, Alexandre Krainik, Damien Galanaud, Emmanuelle Schmitt, Stphane Kremer, Irne Troprs, Emmanuel Luc Barbier, Jean-Franois Payen, Michel Dojat |
| 2015 | DSAA | Special session on trends & controversies in data science (TCDS). | Florence Forbes, Wray L. Buntine |
| 2015 | MICCAI | Comparison of Stochastic and Variational Solutions to ASL fMRI Data Analysis. | Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu |
| 2015 | MICCAI | Assessment of Tissue Injury in Severe Brain Trauma. | Christophe Maggia, Senan Doyle, Florence Forbes, Olivier Heck, Irne Troprs, Corentin Berthet, Yann Teyssier, Lionel Velly, Jean-Franois Payen, Michel Dojat |
| 2015 | MICCAI | Estimating Biophysical Parameters from BOLD Signals through Evolutionary-Based Optimization. | Pablo Mesejo, Sandrine Saillet, Olivier David, Christian G. Bnar, Jan M. Warnking, Florence Forbes |
| 2014 | ICASSP | Hemodynamically informed parcellation of cerebral FMRI data. | Aina Frau-Pascual, Thomas Vincent, Florence Forbes, Philippe Ciuciu |
| 2014 | MICCAI | Partial Volume Estimation in Brain MRI Revisited. | Alexis Roche, Florence Forbes |
| 2013 | ICASSP | Variational EM for binaural sound-source separation and localization. | Antoine Deleforge, Florence Forbes, Radu Horaud |
| 2013 | ICASSP | Bayesian bold and perfusion source separation and deconvolution from functional ASL imaging. | Thomas Vincent, Florence Forbes, Philippe Ciuciu |
| 2013 | MICCAI | Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI Data. | Thomas Vincent, Jan Warnking, Marjorie Villien, Alexandre Krainik, Philippe Ciuciu, Florence Forbes |
| 2013 | MMSP | Alignment of binocular-binaural data using a moving audio-visual target. | Vasil Khalidov, Florence Forbes, Radu Horaud |
| 2012 | GECCO | An improved CUDA-based implementation of differential evolution on GPU. | A. K. Qin, Federico Raimondo, Florence Forbes, Yew-Soon Ong |
| 2012 | ICIP | Robust voxel-wise joint detection estimation of brain activity in fMRI. | Lotfi Chari, Florence Forbes, Thomas Vincent, Philippe Ciuciu |
| 2012 | MICCAI | Hemodynamic-Informed Parcellation of fMRI Data in a Joint Detection Estimation Framework. | Lotfi Chari, Florence Forbes, Thomas Vincent, Philippe Ciuciu |
| 2011 | GECCO | Harmony search with differential mutation based pitch adjustment. | A. K. Qin, Florence Forbes |
| 2011 | GECCO | Dynamic regional harmony search with opposition and local learning. | A. K. Qin, Florence Forbes |
| 2011 | ICMI | Finding audio-visual events in informal social gatherings. | Xavier Alameda-Pineda, Vasil Khalidov, Radu Horaud, Florence Forbes |
| 2011 | MICCAI | Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI. | Lotfi Chari, Florence Forbes, Thomas Vincent, Michel Dojat, Philippe Ciuciu |
| 2010 | ICIP | Disparity and normal estimation through alternating maximization. | Ramya Narasimha, Elise Arnaud, Florence Forbes, Radu Horaud |
| 2009 | MICCAI | A Conditional Random Field Approach for Coupling Local Registration with Robust Tissue and Structure Segmentation. | Benoit Scherrer, Florence Forbes, Michel Dojat |
| 2009 | SIGMETRICS | Maximum likelihood estimation of the flow size distribution tail index from sampled packet data. | Patrick Loiseau, Paulo Gonalves, Stphane Girard, Florence Forbes, Pascale Vicat-Blanc Primet |
| 2008 | ICIP | Cooperative disparity and object boundary estimation. | Ramya Narasimha, Elise Arnaud, Florence Forbes, Radu Horaud |
| 2008 | ICMI | The CAVA corpus: synchronised stereoscopic and binaural datasets with head movements. | Elise Arnaud, Heidi Christensen, Yan-Chen Lu, Jon Barker, Vasil Khalidov, Miles E. Hansard, Bertrand Holveck, Herv Mathieu, Ramya Narasimha, Elise Taillant, Florence Forbes, Radu Horaud |
| 2008 | ICMI | Detection and localization of 3d audio-visual objects using unsupervised clustering. | Vasil Khalidov, Florence Forbes, Miles E. Hansard, Elise Arnaud, Radu Horaud |
| 2007 | AIME | MRF Agent Based Segmentation: Application to MRI Brain Scans. | Benoit Scherrer, Michel Dojat, Florence Forbes, Catherine Garbay |
| 2007 | MICCAI | LOCUS: LOcal Cooperative Unified Segmentation of MRI Brain Scans. | Benoit Scherrer, Michel Dojat, Florence Forbes, Catherine Garbay |
| 2006 | ECCV | The Alignment Between 3-D Data and Articulated Shapes with Bending Surfaces. | Guillaume Dewaele, Frederic Devernay, Radu Horaud, Florence Forbes |
| 2005 | BMVC | Markov Random Fields for Textures Recognition with Local Invariant Regions and their Geometric Relationships. | Juliette Blanchet, Florence Forbes, Cordelia Schmid |