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Picture for Søren Kaae Sønderby

Sequential Neural Models with Stochastic Layers


Nov 13, 2016
Marco Fraccaro, Søren Kaae Sønderby, Ulrich Paquet, Ole Winther

* NIPS 2016 

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Auxiliary Deep Generative Models


Jun 16, 2016
Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther

* Proceedings of the 33rd International Conference on Machine Learning, New York, NY, USA, 2016, JMLR: Workshop and Conference Proceedings volume 48, Proceedings of the 33rd International Conference on Machine Learning, New York, NY, USA, 2016 

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Ladder Variational Autoencoders


May 27, 2016
Casper Kaae Sønderby, Tapani Raiko, Lars Maaløe, Søren Kaae Sønderby, Ole Winther


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Autoencoding beyond pixels using a learned similarity metric


Feb 10, 2016
Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Hugo Larochelle, Ole Winther


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Recurrent Spatial Transformer Networks


Sep 17, 2015
Søren Kaae Sønderby, Casper Kaae Sønderby, Lars Maaløe, Ole Winther


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Convolutional LSTM Networks for Subcellular Localization of Proteins


Mar 06, 2015
Søren Kaae Sønderby, Casper Kaae Sønderby, Henrik Nielsen, Ole Winther

* Algorithms for Computational Biology 9199 (2015) 68 

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Protein Secondary Structure Prediction with Long Short Term Memory Networks


Jan 04, 2015
Søren Kaae Sønderby, Ole Winther

* v2: adds larger network with slightly better results, update author affiliations 

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