Franck VERMET

Publications

Communication dans un congrès (10)

DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures Benno Uthayasooriyar,Antoine Ly,Franck Vermet,Caio Corro EACL 2026 - 19th Conference of the European Chapter of the Association for Computational Linguistics, Association for Computational Linguistics, Mar 2026, Rabat, Morocco. pp.3897-3907 Communication dans un congrès hal-05571266v1
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain Benno Uthayasooriyar,Antoine Ly,Franck Vermet,Caio Corro Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal), Jan 2025, Abu Dabi, United Arab Emirates. pp.1-9 Communication dans un congrès hal-04877824v1
Time-changed normalizing flows for accurate SDE modeling Naoufal El Bekri,Lucas Drumetz,Franck Vermet ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.6395-6399, ⟨10.1109/ICASSP48485.2024.10446131⟩ Communication dans un congrès hal-04370186v2
Spectral CT Two-Step and One-Step Material Decomposition Using Diffusion Posterior Sampling Corentin Vazia,Alexandre Bousse,Jacques Froment,Béatrice Vedel,Franck Vermetet al. 2024 32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.1506-1510, ⟨10.23919/EUSIPCO63174.2024.10715152⟩ Communication dans un congrès hal-04909191v1
Prediction of Acute Pulmonary Toxicity Events with 3D Convolutional Neural Networks from Radiotherapy Dose Maps Pedro Juan Soto Vega,Vincent Bourbonne,Wistan Marchadour,Gustavo Andrade-Miranda,Francois Luciaet al. ICCR 2024: XXth International Conference on the use of Computers in Radiation therapy, Jul 2024, Lyon, France Communication dans un congrès hal-04655207v1
Diffusion Posterior Sampling for Synergistic Reconstruction in Spectral Computed Tomography Corentin Vazia,Alexandre Bousse,Béatrice Vedel,Franck Vermet,Zhihan Wanget al. 2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, Greece. pp.1-5, ⟨10.1109/ISBI56570.2024.10635735⟩ Communication dans un congrès hal-04909214v1
Geometry-preserving lie group integrators for differential equations on the manifold of symmetric positive definite matrices Lucas Drumetz,Alexandre Reiffers-Masson,Naoufal El Bekri,Franck Vermet GSI 2023: 6th International Conference on Geometric Science of Information, Aug 2023, Saint Malo, France. pp.433-443, ⟨10.1007/978-3-031-38299-4_45⟩ Communication dans un congrès hal-03815325v3
Synergistic Multi-Energy CT Reconstruction with a Deep Penalty “Connecting the Energies” Zhihan Wang,Alexandre Bousse,Noel Jeffrey Pinton,Jacques Froment,Franck Vermetet al. 2022 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector (RTSD) Conference, IEEE, Nov 2022, Milan, Italy Communication dans un congrès hal-03955092v1
Towards an Intrinsic Definition of Robustness for a Classifier Theo Giraudon,Vincent Gripon,Matthias Lowe,Franck Vermet ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.4015-4019, ⟨10.1109/ICASSP39728.2021.9414573⟩ Communication dans un congrès hal-03238789v1
Improving Accuracy of Nonparametric Transfer Learning Via Vector Segmentation Vincent Gripon,Ghouthi Hacene,Matthias Lowe,Franck Vermet ICASSP 2018 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, France. ⟨10.1109/ICASSP.2018.8462273⟩ Communication dans un congrès hal-01919815v1

Article dans une revue (15)

FlowKac: An Efficient Neural Fokker-Planck solver using Temporal Normalizing flows and the Feynman-Kac Formula Lucas Drumetz,Franck Vermet,Naoufal El Bekri Transactions on Machine Learning Research Journal, 2025 Article dans une revue hal-05569731v1
Material Decomposition in Photon-Counting Computed Tomography with Diffusion Models: Comparative Study and Hybridization with Variational Regularizers Corentin Vazia,Thore Dassow,Alexandre Bousse,Jacques Froment,Béatrice Vedelet al. IEEE Transactions on Radiation and Plasma Medical Sciences, 2025, pp.1-1. ⟨10.1109/TRPMS.2026.3651354⟩ Article dans une revue hal-05015023v1
Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning Raphael Lafargue,Luke Anthony Smith,Franck Vermet,Mathias Löwe,Ian Reidet al. Transactions on Machine Learning Research Journal, 2024, https://openreview.net/forum?id=JxxkKt9yrx Article dans une revue hal-04702128v1
Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins Zhihan Wang,Alexandre Bousse,Franck Vermet,Jacques Froment,Béatrice Vedelet al. IEEE Transactions on Radiation and Plasma Medical Sciences, 2024, 8 (2), pp.222-233. ⟨10.1109/TRPMS.2023.3330045⟩ Article dans une revue hal-04441618v1
Measuring and mitigating biases in motor insurance pricing Mulah Moriah,Franck Vermet,Arthur Charpentier European Actuarial Journal, 2024, ⟨10.1007/s13385-024-00390-8⟩ Article dans une revue hal-04645989v1
Model transparency and interpretability: survey and application to the insurance industry Dimitri Delcaillau,Antoine Ly,Alize Papp,Franck Vermet European Actuarial Journal, 2022, 12 (2), pp.443-484. ⟨10.1007/s13385-022-00328-y⟩ Article dans une revue hal-04040890v1
Comparison of interpretability methods in the context of deep neural networks for radiomics application Franck Vermet,Wistan Marchadour,Mathieu Hatt,Bogdan Badic,Jonas Maison Journal of Nuclear Medicine, 2022, 63 (Issue supplement 2), pp.3216 Article dans une revue hal-05569756v1
Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization Panagiotis Papadimitroulas,Lennart Brocki,Neo Christopher Chung,Wistan Marchadour,Franck Vermetet al. Physica Medica European Journal of Medical Physics, 2021, 83, pp.108-121. ⟨10.1016/j.ejmp.2021.03.009⟩ Article dans une revue hal-03384461v1
Some Remarks on Replicated Simulated Annealing Vincent Gripon,Matthias Löwe,Franck Vermet Journal of Statistical Physics, 2021, 182 (3), ⟨10.1007/s10955-021-02727-z⟩ Article dans une revue hal-03238781v1
Multi-group binary choice with social interaction and a random communication structure—A random graph approach Matthias Löwe,Kristina Schubert,Franck Vermet Physica A: Statistical Mechanics and its Applications, 2020, 556, pp.124735. ⟨10.1016/j.physa.2020.124735⟩ Article dans une revue hal-04307896v1
Associative Memories to Accelerate Approximate Nearest Neighbor Search Vincent Gripon,Matthias Löwe,Franck Vermet Applied Sciences, 2018, 8 (9), ⟨10.3390/app8091676⟩ Article dans une revue hal-01875907v1
A Comparative Study of Sparse Associative Memories Vincent Gripon,Judith Heusel,Matthias Löwe,Franck Vermet Journal of Statistical Physics, 2016, 164 (1), pp.105 - 129. ⟨10.1007/s10955-016-1530-z⟩ Article dans une revue hal-01374657v1
Global Observations of Ocean-Bottom Subinertial Current Dissipation Corwin J. Wright,Robert B. Scott,Darran Furnival,Pierre Ailliot,Franck Vermet Journal of Physical Oceanography, 2013, 43 (2), pp.402-417. ⟨10.1175/JPO-D-12-082.1⟩ Article dans une revue hal-00853221v1
Capacity bounds for the CDMA system and a neural network: a moderate deviations approach Matthias Löwe,Franck Vermet ESAIM: Probability and Statistics, 2009, 13, pp.343-362. ⟨10.1051/ps:2008016⟩ Article dans une revue hal-00504652v1
The capacity of -state potts neural networks with parallel retrieval dynamics Matthias Löwe,Franck Vermet Statistics and Probability Letters, 2009, 77 (14), pp.1505. ⟨10.1016/j.spl.2007.03.030⟩ Article dans une revue hal-00580094v1

Poster de conférence (1)

Guidance of a diffusion model for material decomposition in photon-counting computed tomography Corentin Vazia,Jacques Froment,Alexandre Bousse,Beatrice Vedel,Franck Vermet Mathematics and Image Analysis (MIA'25), Jan 2025, Paris, France Poster de conférence hal-04909232v1

Proceedings/Recueil des communications (1)

Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography Lennart Brocki,Wistan Marchadour,Jonas Maison,Bogdan Badic,Panagiotis Papadimitroulaset al. 4th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems. International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Lecture Notes in Computer Science, 13283, Springer International Publishing, pp.3-18, 2022, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-15565-9_1⟩ Proceedings/Recueil des communications hal-04307817v1

HDR (1)

Étude probabiliste de modèles neuronaux de mémoire associative et d’algorithmes utilisés en physique statistique et data science Franck Vermet Mathématiques [math]. Université de bretagne occidentale; Ecole doctorale MathSTIC, 2019 HDR tel-04949466v1

Thèse (1)

Étude asymptotique d'un réseau neuronal: le modèle de mémoire associative de Hopfield Franck Vermet Mathématiques [math]. Université Rennes 1, 1994. Français. ⟨NNT : ⟩ Thèse tel-00598243v1