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Seminar

AI data generation by transport and denoising

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    Documents and media

    Program

    Data Generation in AI
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Data Challenge 2025 (1)
    Stéphane Mallat

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Probabilistic Models Based on Gibbs Energy and GANs
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Data Challenge 2025 (2)
    Stéphane Mallat

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    GANs and Normalizing Flows
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Prizes for the 2024 Season Challenges
    Stéphane Mallat

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    AI data generation by transport and denoising (4)
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Broadcast streams and optimal transport for machine learning
    Gabriel Peyré

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Langevin Equation and Diffusion Score Equation
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    From diffusion models to Schrödinger bridges
    Valentin De Bortoli

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Score derived from denoising and generalization
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Dynamics of Diffusion Models
    Tony Bonnaire

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Efficient Noise Reduction and Wavelets
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Guidance Methods for Generation Control Using Diffusion Models
    Éric Moulines & Badr Moufad

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Noise Reduction in Appropriate Databases
    Stéphane Mallat

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    Lecture
    AI Data Generation Through Transport and Denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    Data Generation Using Streams and Broadcasts
    Éric Van Den Ejden

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    Seminar
    AI data generation by transport and denoising
    Marguerite-de-Navarre Amphitheater, Marcelin-Berthelot Site
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    See also

    Lecture related to the seminar: AI Data Generation Through Transport and Denoising
    Stéphane Mallat, chair Data science