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Søren Kaae Sønderby
Søren Kaae Sønderby
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Titel
Citeret af
Citeret af
År
Autoencoding beyond pixels using a learned similarity metric
ABL Larsen, SK Sønderby, H Larochelle, O Winther
International conference on machine learning, 1558-1566, 2016
17632016
Ladder variational autoencoders
CK Sønderby, T Raiko, L Maaløe, SK Sønderby, O Winther
Advances in neural information processing systems 29, 2016
762*2016
DeepLoc: prediction of protein subcellular localization using deep learning
JJ Almagro Armenteros, CK Sønderby, SK Sønderby, H Nielsen, ...
Bioinformatics 33 (21), 3387-3395, 2017
6722017
Auxiliary deep generative models
L Maaløe, CK Sønderby, SK Sønderby, O Winther
International conference on machine learning, 1445-1453, 2016
4452016
Lasagne: first release
S Dieleman, J Schlüter, C Raffel, E Olson, SK Sønderby, D Nouri, ...
Zenodo: Geneva, Switzerland 3, 74, 2015
424*2015
Sequential neural models with stochastic layers
M Fraccaro, SK Sønderby, U Paquet, O Winther
Advances in neural information processing systems 29, 2016
3282016
Protein secondary structure prediction with long short term memory networks
SK Sønderby, O Winther
arXiv preprint arXiv:1412.7828, 2014
252*2014
Convolutional LSTM networks for subcellular localization of proteins
SK Sønderby, CK Sønderby, H Nielsen, O Winther
Conference on Algorithms for Computational Biology, 2015
1362015
An introduction to deep learning on biological sequence data: examples and solutions
VI Jurtz, AR Johansen, M Nielsen, JJ Almagro Armenteros, H Nielsen, ...
Bioinformatics 33 (22), 3685-3690, 2017
1322017
Recurrent spatial transformer networks
SK Sønderby, CK Sønderby, L Maaløe, O Winther
arXiv preprint arXiv:1509.05329, 2015
552015
Deep recurrent conditional random field network for protein secondary prediction
AR Johansen, CK Sønderby, SK Sønderby, O Winther
Proceedings of the 8th ACM international conference on bioinformatics …, 2017
232017
Autoencoding beyond pixels using a learned similarity metric. arXiv 2015
ABL Larsen, SK Sønderby, H Larochelle, O Winther
arXiv preprint arXiv:1512.09300, 0
7
Lasagne: First release., Aug. 2015. doi: 10.5281/zenodo. 27878
S Dieleman, J Schlüter, C Raffel, E Olson, SK Sønderby, D Nouri, ...
Project URL http://github. com/Lasagne/Lasagne, 0
5
Ladder variational autoencoder
CK Sønderby, T Raiko, L Maaløe, SK Sønderby, O Winther
29th Annual Conference on Neural Information Processing Systems (NIPS 2016), 2016
32016
Convolutional LSTM Networks for Subcellular Localization of Proteins
S Kaae Sønderby, C Kaae Sønderby, H Nielsen, O Winther
arXiv e-prints, arXiv: 1503.01919, 2015
12015
Convolutional LSTM networks for subcellular localization of proteins
H Nielsen, SK Sønderby, CK Sønderby, O Winther
First Annual Danish Bioinformatics Conference, 2015
12015
Non-parametric survival analysis in breast cancer using clinical and genomic markers
S Sønderby, O Winther
12014
DeepLoc: prediction of protein subcellular localization using deep learning-DTU Orbit (19/10/2019)
C Kaae, SK Sønderby, H Nielsen, O Winther
Bioinformatics 33 (21), 3387-3395, 2017
2017
Sequence Analysis
SK Sønderby
University of Copenhagen, Faculty of Science,[Department of Biology], 2017
2017
Recurrent Spatial Transformer Networks
S Kaae Sønderby, C Kaae Sønderby, L Maaløe, O Winther
arXiv e-prints, arXiv: 1509.05329, 2015
2015
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Artikler 1–20