Steffen Czolbe

Steffen Czolbe

PhD Student


Publication year:
  1. 2023
  2. Published

    Neuralizer: General Neuroimage Analysis without Re-Training

    Czolbe, Steffen & Dalca, A. V., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, p. 6217-6230 14 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vol. 2023-June).

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

  3. Published

    Semantic similarity metrics for image registration

    Czolbe, Steffen, Pegios, P., Krause, Oswin & Feragen, A., 2023, In: Medical Image Analysis. 87, 16 p., 102830.

    Research output: Contribution to journalJournal articleResearchpeer-review

  4. Published

    Topology-Aware Image Registration: Deep Learning in Medical Imaging

    Czolbe, Steffen, 2023, Department of Computer Science, Faculty of Science, University of Copenhagen. 111 p.

    Research output: Book/ReportPh.D. thesisResearch

  5. 2021
  6. Published

    Is Segmentation Uncertainty Useful?

    Czolbe, Steffen, Arnavaz, Kasra, Krause, Oswin & Feragen, A., 2021, Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Proceedings. Feragen, A., Sommer, S., Schnabel, J. & Nielsen, M. (eds.). Springer, p. 715-726 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12729 LNCS).

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

  7. 2020
  8. Published

    A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model

    Czolbe, Steffen, Krause, Oswin, Cox, Ingemar Johansson & Igel, Christian, 2020, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtua. NeurIPS Proceedings, (Advances in Neural Information Processing Systems, Vol. 33).

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

ID: 201657366