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Workshop
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Fri 13:30
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Polyphonic piano transcription using deep neural networks
Douglas Eck
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Workshop
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Sat 17:00
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Daniel Roy - Deep Neural Networks: From Flat Minima to Numerically Nonvacuous Generalization Bounds via PAC-Bayes
Daniel Roy
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Poster
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Mon 18:30
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Real Time Image Saliency for Black Box Classifiers
Piotr Dabkowski · Yarin Gal
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Poster
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Mon 18:30
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Do Deep Neural Networks Suffer from Crowding?
Anna Volokitin · Gemma Roig · Tomaso Poggio
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Workshop
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Fri 11:00
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Inderjit Dhillon (UT Austin & Amazon) on Stabilizing Gradients for Deep Neural Networks with Applications to Extreme Classification
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Workshop
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Fri 14:00
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Biological Neurons Are Different From Neural Networks: Simulating C.elegans in an open science project
Stephen Larson
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Poster
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Tue 18:30
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Cortical microcircuits as gated-recurrent neural networks
Rui Costa · Yannis Assael · Brendan Shillingford · Nando de Freitas · TIm Vogels
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Poster
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Tue 18:30
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Training Deep Networks without Learning Rates Through Coin Betting
Francesco Orabona · Tatiana Tommasi
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Workshop
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Fri 14:45
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Contributed talk: Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks
Jack Lanchantin · Ritambhara Singh · Beilun Wang
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Poster
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Mon 18:30
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Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks
Nanyang Ye · Zhanxing Zhu · Rafal Mantiuk
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Demonstration
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Wed 19:00
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3D Surface-to-Structure Translation with Deep Convolutional Networks
Takumi Moriya · Kazuyuki Saito
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Poster
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Wed 18:30
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Spherical convolutions and their application in molecular modelling
Wouter Boomsma · Jes Frellsen
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