
Franck VERMET
26
Documents
Publications
Publications
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Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance DomainCOLING 2025 - 31st International Conference on Computational Linguistics, Jan 2025, Abu Dabi, United Arab Emirates. pp.1-9
Communication dans un congrès
hal-04877824
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Time Changed Normalizing Flows for Accurate SDE ModelingICASSP 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
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Spectral CT Two-Step and One-Step Material Decomposition Using Diffusion Posterior Sampling2024 32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.1506-1510, ⟨10.23919/EUSIPCO63174.2024.10715152⟩
Communication dans un congrès
hal-04909191
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Prediction of Acute Pulmonary Toxicity Events with 3D Convolutional Neural Networks from Radiotherapy Dose MapsICCR 2024: XXth International Conference on the use of Computers in Radiation therapy, Jul 2024, Lyon, France
Communication dans un congrès
hal-04655207
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Diffusion Posterior Sampling for Synergistic Reconstruction in Spectral Computed Tomography2024 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
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Synergistic Multi-Energy CT Reconstruction with a Deep Penalty “Connecting the Energies”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
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Geometry-preserving lie group integrators for differential equations on the manifold of symmetric positive definite matricesGSI 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
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Towards an Intrinsic Definition of Robustness for a ClassifierICASSP 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
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Improving Accuracy of Nonparametric Transfer Learning Via Vector SegmentationICASSP 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
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Guidance of a diffusion model for material decomposition in photon-counting computed tomographyMathematics and Image Analysis (MIA'25), Jan 2025, Paris, France
Poster de conférence
hal-04909232
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Time-changed normalizing flows for accurate SDE modeling2023
Pré-publication, Document de travail
hal-04370186
v2
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Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography4th 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
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Étude probabiliste de modèles neuronaux de mémoire associative et d’algorithmes utilisés en physique statistique et data scienceMathématiques [math]. Université de bretagne occidentale; Ecole doctorale MathSTIC, 2019
HDR
tel-04949466
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Étude asymptotique d'un réseau neuronal: le modèle de mémoire associative de HopfieldMathématiques [math]. Université Rennes 1, 1994. Français. ⟨NNT : ⟩
Thèse
tel-00598243
v1
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