Ole Winther

Ole Winther

Professor with special responsibilities, Visiting professor, Professor MSO


  1. 2016
  2. Published

    Autoencoding beyond pixels using a learned similarity metric

    Larsen, A. B. L., Sønderby, S. K., Larochelle, H. & Winther, Ole, 2016, Proceedings of The 33rd International Conference on Machine Learning. Balcan, M. F. & Weinberger, K. Q. (eds.). p. 1558–1566 9 p. (JMLR: Workshop and Conference Proceedings, Vol. 48).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  3. Published

    Ladder variational autoencoders

    Sønderby, C. K., Raiko, T., Maaløe, L., Sønderby, S. K. & Winther, Ole, 2016, Advances in Neural Information Processing Systems 29 (NIPS 2016). Lee, D. D., Sugiyama, M., Luxburg, U. V., Guyon, I. & Garnett, R. (eds.). Curran Associates, Inc., p. 3745-3753 9 p. (Advances in Neural Information Processing Systems, Vol. 29).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  4. Published

    Sequential neural models with stochastic layers

    Fraccaro, M., Sønderby, S. K., Paquet, U. & Winther, Ole, 2016, Neural Information Processing Systems 2016. Lee, D. D., Sugiyama, M., Luxburg, U. V., Guyon, I. & Garnett, R. (eds.). Neural Information Processing Systems Foundation, p. 2207-2215 9 p. (Advances in Neural Information Processing Systems, Vol. 29).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  5. 2015
  6. Published

    Convolutional LSTM networks for subcellular localization of proteins

    Sønderby, S. K., Sønderby, C. K., Nielsen, H. & Winther, Ole, 2015, Algorithms for Computational Biology. Dediu, A-H., Hernández-Quiroz, F., Martín-Vide, C. & Rosenblueth, D. A. (eds.). Springer, p. 68-80 13 p. (Lecture notes in computer science, Vol. 9199).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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