15:30 to 16:30
Seminar

Mathematical mysteries of convolutional neural networks

Stéphane Mallat
Deep learning : theory and practice
15:30 to 16:30
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
    Open to all, subject to availability
    -

    Speaker(s)

    Stéphane Mallat

    ENS

    Events

    Lecture
    14:30 to 15:30
    Yann LeCun

    Why deep learning ?
    Lecture
    14:30 to 15:30
    Yann LeCun

    Multi-layer networks and gradient backpropagation
    Seminar
    15:30 to 16:30
    Stéphane Mallat

    Mathematical mysteries of convolutional neural networks
    Lecture
    11:00 to 12:00
    Yann LeCun

    Deep learning in practice
    Seminar
    12:00 to 13:00
    Yann Ollivier

    Optimization and training of recurrent networks
    Lecture
    11:00 to 12:00
    Yann LeCun

    Convolutional networks
    Seminar
    12:00 to 13:00
    Gabriel Synnaeve

    Speech recognition
    Lecture
    11:00 to 11:30
    Yann LeCun

    Convolutional networks. Vision applications
    Seminar
    11:30 to 13:00
    Cordelia Schmid et Samy Bengio

    Metric learning, structured prediction
    Lecture
    11:00 to 12:00
    Yann LeCun

    Recurrent networks. Applications to natural language processing
    Seminar
    12:00 to 13:00
    Holger Schwenk

    Translation and natural language processing
    Lecture
    11:00 to 12:00
    Yann LeCun

    Reasoning, attention, memory
    Seminar
    12:00 to 13:00
    Rob Fergus

    Deep Learning and Reasoning, Memory-Augmented Networks
    Lecture
    11:00 to 12:00
    Yann LeCun

    Unsupervised learning

    See also

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