ITU

Machine Learning

Organisational unit: Research Group

IT University of Copenhagen
Rued Langgaards Vej 7
DK-2300 Copenhagen S
Denmark

Contact information

Organisation profile

The Machine Learning Research Group does research in a wide area of topics including: statistical machine learning, deep learning, natural language processing, algorithmic game theory, algorithms for big data, automated planning, robotics and image analysis.

  1. 2022
  2. Published

    Tensor-based Emotion Editing in the StyleGAN Latent Space

    Haas, R., Grasshof, S. & Brandt, S. S., 13 May 2022. 10 p.

    Research output: Contribution to conference - NOT published in proceeding or journalPaperResearchpeer-review

  3. Published

    Neural Network-Based Human Motion Smoother

    Bastholm, M., Grasshof, S. & Brandt, S. S., Feb 2022, International Conference on Pattern Recognition Applications and Methods (ICPRA) 2022. https://www.scitepress.org/ProceedingsDetails.aspx?ID=ajMWuYUO5gc=&t=1

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  4. Published

    Tensor-Based Non-Rigid Structure from Motion

    Grasshof, S. & Brandt, S. S., Jan 2022, IEEE Winter Conference on Applications of Computer Vision (WACV) 2022.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  5. 2021
  6. Published

    PROCAT: Product Catalogue Dataset for Implicit Clustering, Permutation Learning and Structure Prediction

    Jurewicz, M. & Derczynski, L., 1 Dec 2021, Thirty-fifth Conference on Neural Information Processing Systems: Datasets and Benchmarks Track. 2021 ed. Vol. 1.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  7. Published

    Tensor-based Subspace Factorization for StyleGAN

    Haas, R., Grasshof, S. & Brandt, S. S., Dec 2021, IEEE International Conference on Automatic Face and Gesture Recognition 2021.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  8. Published

    Hyperparameter Power Impact in Transformer Language Model Training

    Puvis de Chavannes, L. H., Kongsbak, M. G. K., Rantzau, T. & Derczynski, L., 1 Nov 2021, Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing. Association for Computational Linguistics

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  9. Published

    Multilinear Modelling of Faces and Expressions

    Grasshof, S., Ackermann, H., Brandt, S. S. & Ostermann, J., 1 Oct 2021, In: I E E E Transactions on Pattern Analysis and Machine Intelligence. 43, 10, p. 3540-3554 14 p.

    Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

  10. Published

    High-Accuracy Gaze Estimation for Interpolation-Based Eye-Tracking Methods

    Batista Narcizo, F., dos Santos, F. E. D. & Hansen, D. W., 15 Sep 2021, In: Vision. 5, 3, p. 1 27 p.

    Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

  11. Published

    Set-to-Sequence Methods in Machine Learning: A Review

    Jurewicz, M. & Derczynski, L., 12 Aug 2021, In: The Journal of Artificial Intelligence Research. 71, p. 885-924

    Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

  12. Published

    Annotating Online Misogyny

    Zeinert, P., Inie, N. & Derczynski, L., 3 Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Association for Computational Linguistics, p. 3181–3197

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

Previous 1 2 3 4 5 6 7 8 ...16 Next