Institute for Pure
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GSS2012: Deep Learning, Feature Learning
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New Deep Learning Techniques 2018
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Lately
Yann LeCun: "A Few (More) Approaches to Unsupervised Learning"
Jure Leskovec: "Large-scale Graph Representation Learning"
Joan Bruna: "On Computational Hardness with Graph Neural Networks"
Federico Monti: "Deep Geometric Matrix Completion"
Xavier Bresson: "Convolutional Neural Networks on Graphs"
Michael Elad: "Sparse Modeling in Image Processing and Deep Learning"
Stéphane Mallat: "Deep Generative Networks as Inverse Problems"
Kyle Cranmer: "Deep Learning in the Physical Sciences"
Daniel Rueckert: "Deep learning in medical imaging"
Alán Aspuru-Guzik: "Do androids dream of electric molecules?"
Rob Fergus: "Deep Learning Methods for Vision, Pt. 1"
Geoffrey Hinton: "Does the Brain do Inverse Graphics?"
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