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Collection : Ephe (Ecole Pratique Des Hautes Etudes, Paris) Subject : data augmentation Filter by : Subject

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Academic Journal

Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder

Authors : Chadebec, Clément; Thibeau-Sutre, Elina; Burgos, Ninon ...

Subjects: Data Augmentation; Variational Autoencoder; Latent space representation

Source: ISSN: 0162-8828 ; IEEE Transactions on Pattern Analysis and Machine Intelligence ; https://hal.science/hal-03214093 ; IEEE Transactions on Pattern Analysis and

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Conference

Data Augmentation with Variational Autoencoders and Manifold Sampling

Authors : Chadebec, Clément; Allassonnière, Stéphanie;

Subjects: Data Augmentation; Low sample size setting; Variational AutoEncoderStrasbourg; France

Source: DALI 2021 : 1st MICCAI Workshop on Data Augmentation, Labeling, and Imperfections ; https://hal.science/hal-03180775 ; DALI 2021 : 1st MICCAI Workshop on

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Report

Simulation of virtual cohorts increases predictive accuracy of cognitive decline in MCI subjects

Authors : Koval, Igor; Allassonnière, Stéphanie; Durrleman, Stanley ...

Subjects: Sequence data; Virtual cohort; Disease stage prediction

Source: https://hal.science/hal-02089881 ; 2019.

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