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Franck VERMET

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Publications

	Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins Zhihan Wang , Alexandre Bousse , Franck Vermet , Jacques Froment , Béatrice Vedel 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
	Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins Zhihan Wang , Alexandre Bousse , Franck Vermet , Jacques Froment , Béatrice Vedel IEEE Transactions on Radiation and Plasma Medical Sciences, inPress, pp.1-1. ⟨10.1109/TRPMS.2023.3330045⟩ Article dans une revue hal-04307826v1
	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
	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
	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 Physica Medica, 2021, 83, pp.108-121. ⟨10.1016/j.ejmp.2021.03.009⟩ Article dans une revue hal-03384461v1
	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

	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

	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 23, Aug 2023, Saint Malo, France. pp.1-18 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 Vermet 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

	Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography Lennart Brocki , Wistan Marchadour , Jonas Maison , Bogdan Badic , Panagiotis Papadimitroulas 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