48 citations · 48 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 48 cited
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation
Julian Mack, Rossella Arcucci, Miguel Molina-Solana +1
We propose a new 'Bi-Reduced Space' approach to solving 3D Variational Data Assimilation using Convolutional Autoencoders. We prove that our approach has the same solution as previ…
cs.LG2020
Empirical Evaluation of Deep Learning Model Compression Techniques on the WaveNet Vocoder
Sam Davis, Giuseppe Coccia, Sam Gooch +1
WaveNet is a state-of-the-art text-to-speech vocoder that remains challenging to deploy due to its autoregressive loop. In this work we focus on ways to accelerate the original Wav…