Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Alexander Krull is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A comparison of data-driven shape quantification methods for 2D microscopy images
Foix Romero, A., Krull, A. & Uhlman, V., 26 Jun 2025, (Accepted/In press) 2025 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, (International Conference on Computer Vision (ICCV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Downloads (Pure) -
High throughput analysis of rare nanoparticles with deep-enhanced sensitivity via unsupervised denoising
Iwamoto, Y., Salmon, B., Yoshioka, Y., Kojima, R., Krull, A. & Ota, S., 20 Feb 2025, (E-pub ahead of print) In: Nature Communications. 16, 1, 14 p., 1728.Research output: Contribution to journal › Article › peer-review
Open AccessFile35 Downloads (Pure) -
ShapeEmbed: a self-supervised learning framework for 2D contour quantification
Foix Romero, A., Russell, C., Krull, A. & Uhlman, V., 17 Sept 2025, (Accepted/In press) Advances in Neural Information Processing Systems 38 (NeurIPS 2025). NeurIPS, (Advances in Neural Information Processing Systems; vol. 38).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Unsupervised Denoising for Signal-Dependent and Row-Correlated Imaging Noise
Salmon, B. & Krull, A., 8 Apr 2025, 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, p. 2379-2389 11 p. (IEEE Workshop on Applications of Computer Vision (WACV)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile56 Downloads (Pure) -
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
Liu, Y., Krull, A., Basevi, H., Leonardis, A. & Jenkins, M., 15 Dec 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). NeurIPS, 43 p. (Advances in neural information processing systems; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile99 Downloads (Pure)
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UK-Japan collaboration for artificial photosynthetic cell systems
Krull, A. (Principal Investigator)
Biotechnology & Biological Sciences Research Council
1/01/25 → 31/12/27
Project: Research Councils
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Diversity Denoising for Unbiased Intensity Quantification in Fluorescence Microscopy
Lei, Y. (Co-Investigator) & Krull, A. (Principal Investigator)
1/03/21 → 31/08/21
Project: Research Councils
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Invited Talk at DKFZ: "Image Denoising and the Generative Accumulation of Photons"
Krull, A. (Advisor)
16 Oct 2023Activity: Academic and Industrial events › Guest lecture or Invited talk
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BioImage Computing @ICCV 2023 workshop
Krull, A. (Advisor)
3 Oct 2023Activity: Academic and Industrial events › Conference, workshop or symposium
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Deep Learning for Microscopy Image Analysis 2022 Workshop in Woodshole MA
Krull, A. (Lecturer)
21 Aug 2023 → 5 Sept 2023Activity: Academic and Industrial events › Conference, workshop or symposium
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Denoising of biomedical image data: Supervised, Self-Supervised and Unsupervised deep learning approaches
Krull, A. (Advisor)
25 Jul 2023Activity: Academic and Industrial events › Guest lecture or Invited talk
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Image Restoration and Image Generation in life-science imaging.
Krull, A. (Advisor)
7 Jun 2023Activity: Academic and Industrial events › Guest lecture or Invited talk