Franck VERMET

26
Documents

Publications

Publications

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Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain

Benno Uthayasooriyar , Antoine Ly , Franck Vermet , Caio Corro
COLING 2025 - 31st International Conference on Computational Linguistics, Jan 2025, Abu Dabi, United Arab Emirates. pp.1-9
Communication dans un congrès hal-04877824 v1
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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, France. pp.6395-6399, ⟨10.1109/ICASSP48485.2024.10446131⟩
Communication dans un congrès hal-04716987 v1

Spectral CT Two-Step and One-Step Material Decomposition Using Diffusion Posterior Sampling

Corentin Vazia , Alexandre Bousse , Jacques Froment , Béatrice Vedel , Franck Vermet et 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-04909191 v1
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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 Lucia et al.
ICCR 2024: XXth International Conference on the use of Computers in Radiation therapy, Jul 2024, Lyon, France
Communication dans un congrès hal-04655207 v1

Diffusion Posterior Sampling for Synergistic Reconstruction in Spectral Computed Tomography

Corentin Vazia , Alexandre Bousse , Béatrice Vedel , Franck Vermet , Zhihan Wang et 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-04909214 v1
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Synergistic Multi-Energy CT Reconstruction with a Deep Penalty “Connecting the Energies”

Zhihan Wang , Alexandre Bousse , Noel Jeffrey Pinton , Jacques Froment , Franck Vermet et 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-03955092 v1
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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-03815325 v3

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-03238789 v1

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-01919815 v1

Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins

Zhihan Wang , Alexandre Bousse , Franck Vermet , Jacques Froment , Béatrice Vedel et 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-04441618 v1
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Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning

Raphael Lafargue , Luke Anthony Smith , Franck Vermet , Mathias Löwe , Ian Reid et al.
Transactions on Machine Learning Research Journal, 2024, https://openreview.net/forum?id=JxxkKt9yrx
Article dans une revue hal-04702128 v1

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-04645989 v1

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-04040890 v1
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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-03238781 v1

Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization

Panagiotis Papadimitroulas , Lennart Brocki , Neo Christopher Chung , Wistan Marchadour , Franck Vermet et 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-03384461 v1

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-04307896 v1

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-01875907 v1
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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-01374657 v1

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-00853221 v1
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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-00504652 v1
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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-00580094 v1

Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography

Lennart Brocki , Wistan Marchadour , Jonas Maison , Bogdan Badic , Panagiotis Papadimitroulas et 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-04307817 v1