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New Deep Learning Techniques 2018

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Yann LeCun: "A Few (More) Approaches to Unsupervised Learning"

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Jure Leskovec: "Large-scale Graph Representation Learning"

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Joan Bruna: "On Computational Hardness with Graph Neural Networks"

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Federico Monti: "Deep Geometric Matrix Completion"

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Xavier Bresson: "Convolutional Neural Networks on Graphs"

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Michael Elad: "Sparse Modeling in Image Processing and Deep Learning"

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Stéphane Mallat: "Deep Generative Networks as Inverse Problems"

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Kyle Cranmer: "Deep Learning in the Physical Sciences"

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Daniel Rueckert: "Deep learning in medical imaging"

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Alán Aspuru-Guzik: "Do androids dream of electric molecules?"

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