Søren Kaae Sønderby

16 papers A* 2Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2017	J	`jnl`	An introduction to deep learning on biological sequence data: examples and solutions. Bioinform. Vanessa Isabell Jurtz, Alexander Rosenberg Johansen, Morten Nielsen, José Juan Almagro Armenteros, Henrik Nielsen, Casper Kaae Sønderby, Ole Winther, Søren Kaae Sønderby
2017	—	`conf`	Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction. BCB Alexander Rosenberg Johansen, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther
2017	J	`jnl`	DeepLoc: prediction of protein subcellular localization using deep learning. Bioinform. José Juan Almagro Armenteros, Casper Kaae Sønderby, Søren Kaae Sønderby, Henrik Nielsen, Ole Winther
2017	J	`jnl`	DeepLoc: prediction of protein subcellular localization using deep learning. Bioinform. José Juan Almagro Armenteros, Casper Kaae Sønderby, Søren Kaae Sønderby, Henrik Nielsen, Ole Winther
2016	A*	`conf`	Autoencoding beyond pixels using a learned similarity metric. ICML Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Hugo Larochelle, Ole Winther
2016	A*	`conf`	Auxiliary Deep Generative Models. ICML Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther
2016	J	`jnl`	Auxiliary Deep Generative Models. CoRR Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther
2016	J	`jnl`	How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks. CoRR Casper Kaae Sønderby, Tapani Raiko, Lars Maaløe, Søren Kaae Sønderby, Ole Winther
2016	—	`conf`	Ladder Variational Autoencoders. NIPS Casper Kaae Sønderby, Tapani Raiko, Lars Maaløe, Søren Kaae Sønderby, Ole Winther
2016	—	`conf`	Sequential Neural Models with Stochastic Layers. NIPS Marco Fraccaro, Søren Kaae Sønderby, Ulrich Paquet, Ole Winther
2016	J	`jnl`	Sequential Neural Models with Stochastic Layers. CoRR Marco Fraccaro, Søren Kaae Sønderby, Ulrich Paquet, Ole Winther
2015	J	`jnl`	Autoencoding beyond pixels using a learned similarity metric. CoRR Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Ole Winther
2015	—	`conf`	Convolutional LSTM Networks for Subcellular Localization of Proteins. AlCoB Søren Kaae Sønderby, Casper Kaae Sønderby, Henrik Nielsen, Ole Winther
2015	J	`jnl`	Convolutional LSTM Networks for Subcellular Localization of Proteins. CoRR Søren Kaae Sønderby, Casper Kaae Sønderby, Henrik Nielsen, Ole Winther
2015	J	`jnl`	Recurrent Spatial Transformer Networks. CoRR Søren Kaae Sønderby, Casper Kaae Sønderby, Lars Maaløe, Ole Winther
2014	J	`jnl`	Protein Secondary Structure Prediction with Long Short Term Memory Networks. CoRR Søren Kaae Sønderby, Ole Winther