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01/05/2023
Training trajectories, mini-batch losses and the curious role of the learning rate
Stochastic gradient descent plays a fundamental role in nearly all appli...
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08/12/2022
DDX7: Differentiable FM Synthesis of Musical Instrument Sounds
FM Synthesis is a well-known algorithm used to generate complex timbre f...
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05/06/2019
Searching for MobileNetV3
We present the next generation of MobileNets based on a combination of c...
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01/13/2018
Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation
In this paper we describe a new mobile architecture, MobileNetV2, that i...
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09/13/2017
A Tutorial on Deep Learning for Music Information Retrieval
Following their success in Computer Vision and other areas, deep learnin...
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06/07/2017
