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Derniers dépôts
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Liliane Daniela Talba Malla Tchamedeu, Benjamin Lambert, Thomas Coudert, Elizabeth Moyal Cohen-Jonathan, Soléakhéna Ken, et al.. Segmentation d'IRM multimodales par réseaux de neurones : Stratégies de transfert d'apprentissage pour des ensembles de données de taille limitée. IABM 2024 - Colloque français d’intelligence artificielle en imagerie biomédicale, Mar 2024, Grenoble, France. pp.1-1, 2024. ⟨hal-04541089⟩
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Michaël Allouche, Stéphane Girard, Emmanuel Gobet. NeuralNetwork-Quantile-Extrapolation. 2022, ⟨swh:1:dir:ae11172fdb2bd2c857fb93545fc4b574fb5d992c;origin=https://hal.archives-ouvertes.fr/hal-04518848;visit=swh:1:snp:adcf821cdecb1ec7e35cc5204760908e0efdf16d;anchor=swh:1:rel:3039b53c70fc905e385267cce4c312c1920f3ce2;path=/⟩. ⟨hal-04518848⟩
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Michaël Allouche, Jonathan El Methni, Stéphane Girard. refined-weissman. 2021, ⟨swh:1:dir:95f01537ea0e711b76d12950b28452e0c3a3a4d2;origin=https://hal.archives-ouvertes.fr/hal-04518843;visit=swh:1:snp:4172d14e6a1e923b16e2e3c9f5425656e2f27abf;anchor=swh:1:rel:af4a63b24bbc4bbce279a378ca449f948b80987d;path=/⟩. ⟨hal-04518843⟩
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Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat. Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification. REMIA 2023 - 2nd Workshop on Resource-Efficient Medical Image Analysi, Oct 2023, Vancouver (BC), Canada. ⟨10.48550/arXiv.2308.11969⟩. ⟨hal-04436251⟩
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Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat. Multi-layer Aggregation as a key to feature-based OOD detection. UNSURE 2023 - 5th International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, Oct 2023, Vancouver, Canada. ⟨10.48550/arXiv.2307.15647⟩. ⟨hal-04436227⟩
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Benjamin Lambert, Florence Forbes, Senan Doyle, Michel Dojat. TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images. UNSURE 2023 - 5th International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, Oct 2023, Vancouver (BC), Canada. ⟨10.48550/arXiv.2307.15638⟩. ⟨hal-04436218⟩
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Sylvain Douté, Florence Forbes, Stanislaw Borkowski, Samuel Heidmann, Luc Meyer. Massive analysis of multidimensional astrophysical data by inverse regression of physical models. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. pp.1-4. ⟨hal-04437626⟩