Franck VERMET
Publications
Publications
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Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance DomainJoint 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 |
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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, South Korea. pp.6395-6399, ⟨10.1109/ICASSP48485.2024.10446131⟩ |
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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⟩ |
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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 |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
Guidance of a diffusion model for material decomposition in photon-counting computed tomographyMathematics and Image Analysis (MIA'25), Jan 2025, Paris, France |
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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⟩ |
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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 |
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Étude asymptotique d'un réseau neuronal: le modèle de mémoire associative de HopfieldMathématiques [math]. Université Rennes 1, 1994. Français. ⟨NNT : ⟩ |