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Deep learning

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    Program

    Lecture
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    Why deep learning ?

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

    Yann LeCun
    Deep learning
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Seminar
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    Mathematical mysteries of convolutional neural networks

    Stéphane Mallat
    Deep learning : theory and practice
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Lecture
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    Deep learning in practice

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

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

    Yann LeCun
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Seminar
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    Speech recognition

    Gabriel Synnaeve
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Lecture
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    Convolutional networks. Vision applications

    Yann LeCun
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Seminar
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    Metric learning, structured prediction

    Cordelia Schmid et Samy Bengio
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Lecture
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    Recurrent networks. Applications to natural language processing

    Yann LeCun
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Seminar
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    Translation and natural language processing

    Holger Schwenk
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Lecture
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    Reasoning, attention, memory

    Yann LeCun
    Deep learning
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Seminar
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    Deep Learning and Reasoning, Memory-Augmented Networks

    Rob Fergus
    Deep learning : theory and practice
    Amphithéâtre Marguerite de Navarre, Site Marcelin Berthelot
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    Lecture
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    Unsupervised learning

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

    Seminar related to the lecture: Deep learning : theory and practice
    Yann LeCun, chair Computer Sciences and Digital Technologies