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11/22/2018
TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer
In this work, we address the problem of musical timbre transfer, where t...
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07/14/2017
The Reversible Residual Network: Backpropagation Without Storing Activations
Deep residual networks (ResNets) have significantly pushed forward the s...
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06/07/2016
Measuring the reliability of MCMC inference with bidirectional Monte Carlo
Markov chain Monte Carlo (MCMC) is one of the main workhorses of probabi...
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11/08/2015
Sandwiching the marginal likelihood using bidirectional Monte Carlo
Computing the marginal likelihood (ML) of a model requires marginalizing...
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12/30/2014
Accurate and Conservative Estimates of MRF Log-likelihood using Reverse Annealing
Markov random fields (MRFs) are difficult to evaluate as generative mode...
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12/16/2014