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ORCIDCasper Kaae Sønderby
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2020 – today
- 2021
[c6]Rianne van den Berg, Alexey A. Gritsenko, Mostafa Dehghani, Casper Kaae Sønderby, Tim Salimans:
IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression. ICLR 2021- [i9]Lasse Espeholt, Shreya Agrawal, Casper Kaae Sønderby, Manoj Kumar, Jonathan Heek, Carla Bromberg, Cenk Gazen, Jason Hickey, Aaron Bell, Nal Kalchbrenner:
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks. CoRR abs/2111.07470 (2021) - 2020
- [j5]Christopher Heje Grønbech
, Maximillian Fornitz Vording, Pascal N. Timshel, Casper Kaae Sønderby, Tune H. Pers, Ole Winther, Bonnie Berger:
scVAE: variational auto-encoders for single-cell gene expression data. Bioinform. 36(16): 4415-4422 (2020) - [i8]Casper Kaae Sønderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner:
MetNet: A Neural Weather Model for Precipitation Forecasting. CoRR abs/2003.12140 (2020) - [i7]Rianne van den Berg, Alexey A. Gritsenko, Mostafa Dehghani, Casper Kaae Sønderby, Tim Salimans:
IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression. CoRR abs/2006.12459 (2020)
2010 – 2019
- 2017
- [j4]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) - [j3]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) - [j2]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) - [c5]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 - [c4]Casper Kaae Sønderby, Jose Caballero, Lucas Theis, Wenzhe Shi, Ferenc Huszár:
Amortised MAP Inference for Image Super-resolution. ICLR 2017 - 2016
- [j1]Frederik Otzen Bagger, Damir Sasivarevic, Sina Hadi Sohi, Linea Gøricke Laursen, Sachin Pundhir, Casper Kaae Sønderby, Ole Winther, Nicolas Rapin, Bo T. Porse:
BloodSpot: a database of gene expression profiles and transcriptional programs for healthy and malignant haematopoiesis. Nucleic Acids Res. 44(Database-Issue): 917-924 (2016) - [c3]Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther:
Auxiliary Deep Generative Models. ICML 2016: 1445-1453 - [c2]Casper Kaae Sønderby, Tapani Raiko, Lars Maaløe, Søren Kaae Sønderby, Ole Winther:
Ladder Variational Autoencoders. NIPS 2016: 3738-3746 - [i6]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) - [i5]Lars Maaløe, Casper Kaae Sønderby, Søren Kaae Sønderby, Ole Winther:
Auxiliary Deep Generative Models. CoRR abs/1602.05473 (2016) - [i4]Casper Kaae Sønderby, Jose Caballero, Lucas Theis, Wenzhe Shi, Ferenc Huszár:
Amortised MAP Inference for Image Super-resolution. CoRR abs/1610.04490 (2016) - [i3]Alexander Rosenberg Johansen, Jonas Meinertz Hansen, Elias Khazen Obeid, Casper Kaae Sønderby, Ole Winther:
Neural Machine Translation with Characters and Hierarchical Encoding. CoRR abs/1610.06550 (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 - [i2]Søren Kaae Sønderby, Casper Kaae Sønderby, Henrik Nielsen, Ole Winther:
Convolutional LSTM Networks for Subcellular Localization of Proteins. CoRR abs/1503.01919 (2015) - [i1]Søren Kaae Sønderby, Casper Kaae Sønderby, Lars Maaløe, Ole Winther:
Recurrent Spatial Transformer Networks. CoRR abs/1509.05329 (2015)
Coauthor Index
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