Slides: Université Cote d'Azur/UCA Deep Learning School, May 2017

At the recent France is AI event, Stephane mentioned to me that a Deep Learning School had been organized by (another) Stéphane and Frédéric this past June in Nice. Here are the slides:

• Panorama du Deep Learning aujourd'hui : Stéphane Canu (Deep_In_France, INSA-Rouen)
• Bases du Deep Learning (Perceptron, MLP, backpropagation, etc) : Frédéric Precioso (Deep_In_France, UCA)
• Introduction aux Convolutional Neural Network (CNN) : Frédéric Precioso (Deep_In_France, UCA)
• Cours autoencodeurs et Restricted Boltzman Machines : Soufiane Belharbi (Deep_In_France, INSA-Rouen)
• Generative Adversarial Networks : Mélanie Ducoffe (Deep_In_France, UCA)
• Transfer learning with CNN : Soufiane Belharbi (Deep_In_France, INSA-Rouen)
• Cours sur les Recurrent Neural Network: Rémi Cadène (Deep_In_France, LIP6)
• Visual Question Answering: Rémi Cadène (Deep_In_France, LIP6)
• Attention model pour image captioning: Jakob Verbeek (Deep_In_France, INRIA Rhone-Alpes)
• Optimisation Deep Networks: Mélanie Ducoffe/Soufiane Belharbi/Frédéric Precioso (Deep_In_France)
• Convolutional neural fabrics: Jakob Verbeek (Deep_In_France, INRIA Rhone-Alpes)
• Active learning for Deep Nets: Mélanie Ducoffe (Deep_In_France, UCA)

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