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02/17/2018
CREPE: A Convolutional Representation for Pitch Estimation
The task of estimating the fundamental frequency of a monophonic sound r...
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05/31/2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge
For the past decade, convolutional networks have been used for 3D recons...
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11/01/2016
Flood-Filling Networks
State-of-the-art image segmentation algorithms generally consist of at l...
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11/17/2015
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks
Traditional methods to tackle many music information retrieval tasks typ...
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09/23/2015
The Stan Math Library: Reverse-Mode Automatic Differentiation in C++
As computational challenges in optimization and statistical inference gr...
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06/13/2015