Casper Kaae Sønderby
Google (United States)(US)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Machine Learning in Bioinformatics, Topic Modeling, Genomics and Phylogenetic Studies, Protein Structure and Dynamics
Most-Cited Works
- → SignalP 5.0 improves signal peptide predictions using deep neural networks(2019)4,606 cited
- → DeepLoc: prediction of protein subcellular localization using deep learning(2017)1,193 cited
- → Improved metagenome binning and assembly using deep variational autoencoders(2021)653 cited
- → NetSurfP‐2.0: Improved prediction of protein structural features by integrated deep learning(2019)602 cited
- → BloodSpot: a database of gene expression profiles and transcriptional programs for healthy and malignant haematopoiesis(2015)345 cited
- → MetNet: A Neural Weather Model for Precipitation Forecasting(2020)306 cited
- Amortised MAP Inference for Image Super-resolution(2016)
- → scVAE: variational auto-encoders for single-cell gene expression data(2020)263 cited
- → Deep learning for twelve hour precipitation forecasts(2022)221 cited
- Ladder Variational Autoencoders(2016)