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06/22/2020
IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression
In this paper we analyse and improve integer discrete flows for lossless...
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03/24/2020
MetNet: A Neural Weather Model for Precipitation Forecasting
Weather forecasting is a long standing scientific challenge with direct ...
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10/20/2016
Neural Machine Translation with Characters and Hierarchical Encoding
Most existing Neural Machine Translation models use groups of characters...
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10/14/2016
Amortised MAP Inference for Image Super-resolution
Image super-resolution (SR) is an underdetermined inverse problem, where...
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02/17/2016
Auxiliary Deep Generative Models
Deep generative models parameterized by neural networks have recently ac...
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02/06/2016
Ladder Variational Autoencoders
Variational Autoencoders are powerful models for unsupervised learning. ...
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03/06/2015