Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization
Papadimitroulas, Panagiotis, Brocki, Lennart, Christopher Chung, Neo, Marchadour, Wistan, Vermet, Franck, Gaubert, Laurent, Eleftheriadis, Vasilis, Plachouris, Dimitris, Visvikis, Dimitris, Kagadis, George C., Hatt, Mathieu
Published in Physica medica (01.03.2021)
Published in Physica medica (01.03.2021)
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Journal Article
Some Remarks on Replicated Simulated Annealing
Gripon, Vicent, Löwe, Matthias, Vermet, Franck
Published in Journal of statistical physics (01.03.2021)
Published in Journal of statistical physics (01.03.2021)
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Journal Article
On a Model of Associative Memory with Huge Storage Capacity
Demircigil, Mete, Heusel, Judith, Löwe, Matthias, Upgang, Sven, Vermet, Franck
Published in Journal of statistical physics (01.07.2017)
Published in Journal of statistical physics (01.07.2017)
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Journal Article
Measuring and mitigating biases in motor insurance pricing
Moriah, Mulah, Vermet, Franck, Charpentier, Arthur
Published in European actuarial journal (01.12.2024)
Published in European actuarial journal (01.12.2024)
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Journal Article
Time Changed Normalizing Flows for Accurate SDE Modeling
Bekri, Naoufal El, Drumetz, Lucas, Vermet, Franck
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
Model transparency and interpretability: survey and application to the insurance industry
Delcaillau, Dimitri, Ly, Antoine, Papp, Alize, Vermet, Franck
Published in European actuarial journal (01.12.2022)
Published in European actuarial journal (01.12.2022)
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Journal Article
Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning
Lafargue, Raphael, Smith, Luke Anthony, Vermet, Franck, Löwe, Mathias, Reid, Ian, Gripon, Vincent, Valmadre, Jack
Published in Transactions on Machine Learning Research Journal (01.09.2024)
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Published in Transactions on Machine Learning Research Journal (01.09.2024)
Journal Article
Diffusion Posterior Sampling for Synergistic Reconstruction in Spectral Computed Tomography
Vazia, Corentin, Bousse, Alexandre, Vedel, Beatrice, Vermet, Franck, Wang, Zhihan, Dassow, Thore, Tasu, Jean-Pierre, Visvikis, Dimitris, Froment, Jacques
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
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Conference Proceeding
Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins
Wang, Zhihan, Bousse, Alexandre, Vermet, Franck, Froment, Jacques, Vedel, Béatrice, Perelli, Alessandro, Tasu, Jean-Pierre, Visvikis, Dimitris
Published in IEEE transactions on radiation and plasma medical sciences (01.02.2024)
Published in IEEE transactions on radiation and plasma medical sciences (01.02.2024)
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Journal Article
A Comparative Study of Sparse Associative Memories
Gripon, Vincent, Heusel, Judith, Löwe, Matthias, Vermet, Franck
Published in Journal of statistical physics (01.07.2016)
Published in Journal of statistical physics (01.07.2016)
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Journal Article
On the capacity of an associative memory model based on neural cliques
Heusel, Judith, Löwe, Matthias, Vermet, Franck
Published in Statistics & probability letters (01.11.2015)
Published in Statistics & probability letters (01.11.2015)
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Journal Article
Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography
Brocki, Lennart, Marchadour, Wistan, Maison, Jonas, Badic, Bogdan, Papadimitroulas, Panagiotis, Hatt, Mathieu, Vermet, Franck, Chung, Neo Christopher
Published in Explainable and Transparent AI and Multi-Agent Systems
Published in Explainable and Transparent AI and Multi-Agent Systems
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Book Chapter
Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins
Wang, Zhihan, Bousse, Alexandre, Vermet, Franck, Froment, Jacques, Vedel, Beatrice, Perelli, Alessandro, Tasu, Jean-Pierre, Visvikis, Dimitris
Published in IEEE transactions on radiation and plasma medical sciences (01.02.2024)
Published in IEEE transactions on radiation and plasma medical sciences (01.02.2024)
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Journal Article
Global Observations of Ocean-Bottom Subinertial Current Dissipation
WRIGHT, Corwin J, SCOTT, Robert B, FURNIVAL, Darran, AILLIOT, Pierre, VERMET, Franck
Published in Journal of physical oceanography (01.02.2013)
Published in Journal of physical oceanography (01.02.2013)
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Journal Article