Casper Kaae Sønderby | DeepAI

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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...

12 Rianne van den Berg, et al. ∙

∙ 03/24/2020

MetNet: A Neural Weather Model for Precipitation Forecasting

Weather forecasting is a long standing scientific challenge with direct ...

0 Casper Kaae Sønderby, et al. ∙

∙ 10/20/2016

Neural Machine Translation with Characters and Hierarchical Encoding

Most existing Neural Machine Translation models use groups of characters...

0 Alexander Rosenberg Johansen, et al. ∙

∙ 10/14/2016

Amortised MAP Inference for Image Super-resolution

Image super-resolution (SR) is an underdetermined inverse problem, where...

0 Casper Kaae Sønderby, et al. ∙

∙ 02/17/2016

Auxiliary Deep Generative Models

Deep generative models parameterized by neural networks have recently ac...

0 Lars Maaløe, et al. ∙

∙ 02/06/2016

Ladder Variational Autoencoders

Variational Autoencoders are powerful models for unsupervised learning. ...

0 Casper Kaae Sønderby, et al. ∙

∙ 03/06/2015

Convolutional LSTM Networks for Subcellular Localization of Proteins

Machine learning is widely used to analyze biological sequence data. Non...

0 Søren Kaae Sønderby, et al. ∙

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