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Søren Kaae Sønderby
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2010 – 2019
- 2017
- [j3]José Juan Almagro Armenteros, Casper Kaae Sønderby, Søren Kaae Sønderby, Henrik Nielsen, Ole Winther:
DeepLoc: prediction of protein subcellular localization using deep learning. Bioinform. 33(21): 3387-3395 (2017) - [j2]Vanessa Isabell Jurtz, Alexander Rosenberg Johansen, Morten Nielsen, José Juan Almagro Armenteros, Henrik Nielsen, Casper Kaae Sønderby, Ole Winther, Søren Kaae Sønderby:
An introduction to deep learning on biological sequence data: examples and solutions. Bioinform. 33(22): 3685-3690 (2017) - [j1]José Juan Almagro Armenteros, Casper Kaae Sønderby, Søren Kaae Sønderby, Henrik Nielsen, Ole Winther:
DeepLoc: prediction of protein subcellular localization using deep learning. Bioinform. 33(24): 4049 (2017) - [c6]Alexander Rosenberg Johansen, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther:
Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction. BCB 2017: 73-78 - 2016
- [c5]Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther:
Auxiliary Deep Generative Models. ICML 2016: 1445-1453 - [c4]Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Hugo Larochelle, Ole Winther:
Autoencoding beyond pixels using a learned similarity metric. ICML 2016: 1558-1566 - [c3]Marco Fraccaro, Søren Kaae Sønderby, Ulrich Paquet, Ole Winther:
Sequential Neural Models with Stochastic Layers. NIPS 2016: 2199-2207 - [c2]Casper Kaae Sønderby, Tapani Raiko, Lars Maaløe, Søren Kaae Sønderby, Ole Winther:
Ladder Variational Autoencoders. NIPS 2016: 3738-3746 - [i7]Casper Kaae Sønderby, Tapani Raiko, Lars Maaløe, Søren Kaae Sønderby, Ole Winther:
How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks. CoRR abs/1602.02282 (2016) - [i6]Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther:
Auxiliary Deep Generative Models. CoRR abs/1602.05473 (2016) - [i5]Marco Fraccaro, Søren Kaae Sønderby, Ulrich Paquet, Ole Winther:
Sequential Neural Models with Stochastic Layers. CoRR abs/1605.07571 (2016) - 2015
- [c1]Søren Kaae Sønderby, Casper Kaae Sønderby, Henrik Nielsen, Ole Winther:
Convolutional LSTM Networks for Subcellular Localization of Proteins. AlCoB 2015: 68-80 - [i4]Søren Kaae Sønderby, Casper Kaae Sønderby, Henrik Nielsen, Ole Winther:
Convolutional LSTM Networks for Subcellular Localization of Proteins. CoRR abs/1503.01919 (2015) - [i3]Søren Kaae Sønderby, Casper Kaae Sønderby, Lars Maaløe, Ole Winther:
Recurrent Spatial Transformer Networks. CoRR abs/1509.05329 (2015) - [i2]Anders Boesen Lindbo Larsen, Søren Kaae Sønderby, Ole Winther:
Autoencoding beyond pixels using a learned similarity metric. CoRR abs/1512.09300 (2015) - 2014
- [i1]Søren Kaae Sønderby, Ole Winther:
Protein Secondary Structure Prediction with Long Short Term Memory Networks. CoRR abs/1412.7828 (2014)
Coauthor Index
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