Ole Winther
Orcid: 0000-0002-1966-3205
According to our database1,
Ole Winther
authored at least 130 papers
between 1993 and 2024.
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Bibliography
2024
DeepLocRNA: an interpretable deep learning model for predicting RNA subcellular localization with domain-specific transfer-learning.
Bioinform., February, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
2023
Bioinform., October, 2023
RNA trafficking and subcellular localization - a review of mechanisms, experimental and predictive methodologies.
Briefings Bioinform., September, 2023
Trans. Mach. Learn. Res., 2023
Medical Image Anal., 2023
Graph Neural Network Interatomic Potential Ensembles with Calibrated Aleatoric and Epistemic Uncertainty on Energy and Forces.
CoRR, 2023
CoRR, 2023
Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Mach. Learn. Sci. Technol., December, 2022
DeepLoc 2.0: multi-label subcellular localization prediction using protein language models.
Nucleic Acids Res., 2022
NetSurfP-3.0: accurate and fast prediction of protein structural features by protein language models and deep learning.
Nucleic Acids Res., 2022
Calibrated uncertainty for molecular property prediction using ensembles of message passing neural networks.
Mach. Learn. Sci. Technol., 2022
Transition1x - a Dataset for Building Generalizable Reactive Machine Learning Potentials.
CoRR, 2022
Inductive Biases for Object-Centric Representations in the Presence of Complex Textures.
CoRR, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
Representation Learning for Out-Of-Distribution Generalization in Reinforcement Learning.
CoRR, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Bioinform., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Optimal Variance Control of the Score-Function Gradient Estimator for Importance-Weighted Bounds.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Deconvolution of autoencoders to learn biological regulatory modules from single cell mRNA sequencing data.
BMC Bioinform., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the GCAI-2018, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
NeuroImage, 2017
J. Mach. Learn. Res., 2017
An introduction to deep learning on biological sequence data: examples and solutions.
Bioinform., 2017
Bioinform., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
CloudScan - A Configuration-Free Invoice Analysis System Using Recurrent Neural Networks.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
2016
BloodSpot: a database of gene expression profiles and transcriptional programs for healthy and malignant haematopoiesis.
Nucleic Acids Res., 2016
Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models.
J. Mach. Learn. Res., 2016
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
A Theory of Solving TAP Equations for Ising Models with General Invariant Random Matrices.
CoRR, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the Algorithms for Computational Biology, 2015
2014
Comparison of Neural Network Error Measures for Simulation of Slender Marine Structures.
J. Appl. Math., 2014
CoRR, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 2014 IEEE Information Theory Workshop, 2014
Applications of expectation maximization algorithm for coherent optical communication.
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, 2014
2013
HemaExplorer: a database of mRNA expression profiles in normal and malignant haematopoiesis.
Nucleic Acids Res., 2013
Perturbative corrections for approximate inference in Gaussian latent variable models.
J. Mach. Learn. Res., 2013
2012
2011
Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach.
J. Signal Process. Syst., 2011
Proceedings of the Advances in Information Retrieval Theory, 2011
2010
IEEE Trans. Signal Process., 2010
BMC Bioinform., 2010
2009
PLoS Comput. Biol., 2009
J. Mach. Learn. Res., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
2008
JASPAR, the open access database of transcription factor-binding profiles: new content and tools in the 2008 update.
Nucleic Acids Res., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
IEEE Signal Process. Lett., 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Neurocomputing, 2007
Bayesian independent component analysis: Variational methods and non-negative decompositions.
Digit. Signal Process., 2007
Proceedings of the Global Communications Conference, 2007
2006
Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm.
Bioinform., 2006
2005
Neural Comput., 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Algorithmic Learning Theory, 15th International Conference, 2004
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
2002
Neurocomputing, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
1997
Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997
1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
1993