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Seminar

Deep learning : theory and practice

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    Program

    Why deep learning ?
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Multi-layer networks and gradient backpropagation
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Mathematical mysteries of convolutional neural networks
    Stéphane Mallat

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    Seminar
    Deep learning : theory and practice
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Deep learning in practice
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Optimization and training of recurrent networks
    Yann Ollivier

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    Seminar
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Convolutional networks
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Speech recognition
    Gabriel Synnaeve

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    Seminar
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Convolutional networks. Vision applications
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Metric learning, structured prediction
    Cordelia Schmid et Samy Bengio

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    Seminar
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Recurrent networks. Applications to natural language processing
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Translation and natural language processing
    Holger Schwenk

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    Seminar
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Reasoning, attention, memory
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Deep Learning and Reasoning, Memory-Augmented Networks
    Rob Fergus

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    Seminar
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Unsupervised learning
    Yann LeCun

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    Lecture
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    See also

    Lecture related to the seminar: Deep learning
    Yann LeCun, chair Computer Sciences and Digital Technologies