Personlig profil

Forskningsprofil

I conduct applied and fundamental research within Computer Vision and Machine Learning for analyzing novel and exciting problems grounded in the real-world.

Currently, I am especially interested in Fine-grained Image Analysis for expert tasks such as biodiversity monitoring and open-world recognition.

Uddannelse (Akademiske kvalifikationer)

Computer Vision, PhD, A Deep Dive into Computer Vision Aided Sewer Inspections

1 jan. 201915 jun. 2022

Vision, Graphics and Interactive Systems, M.Sc. in Engineering, Re-identification of Zebrafish using Metric Learning

1 sep. 201614 jun. 2018

Medialogy, B.Sc., Three Cushion Billiard Training Aid

1 sep. 201428 jun. 2016

Emneord

  • Datalogi
  • Computer Vision
  • Deep Learning
  • AI
  • Machine Learning
  • Fine-grained Image Analysis

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  • 1 Lignende profiler

Samarbejde i de sidste fem år

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  • AssemblyNet: A Point Cloud Dataset and Benchmark for Predicting Part Directions in an Exploded Layout

    Gaarsdal, J., Haurum, J. B., Wolff, S. & Madsen, C. B., 27 jan. 2024, (E-pub ahead of print) Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, s. 5836-5845 9 s. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)).

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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  • A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset

    Gharaee, Z., Gong, Z., Pellegrino, N., Zarubiieva, I., Haurum, J. B., Lowe, S. C., McKeown, J. T. A., Ho, C. C. Y., McLeod, J., Wei, Y-Y. C., Agda, J., Ratnasingham, S., Steinke, D., Chang, A. X., Taylor, G. W. & Fieguth, P., sep. 2023, (Accepteret/In press) Advances in Neural Information Processing Systems. Bind 37.

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

  • BarcodeBERT: Transformers for Biodiversity Analysis

    Arias, P. M., Sadjadi, N., Safari, M., Gong, Z., Wang, A. T., Lowe, S. C., Haurum, J. B., Zarubiieva, I., Steinke, D., Kari, L., Chang, A. X. & Taylor, G. W., 2023. 9 s.

    Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review

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  • Which Tokens to Use? Investigating Token Reduction in Vision Transformers

    Haurum, J. B., Guerrero, S. E., Taylor, G. W. & Moeslund, T. B., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. IEEE, s. 773-783 11 s. 10350983. (IEEE International Conference on Computer Vision Workshops (ICCVW)).

    Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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    1 Citationer (Scopus)
  • Zero-shot Clustering of Embeddings with Pretrained and Self-Supervised Learnt Encoders

    Lowe, S. C., Haurum, J. B., Oore, S., Moeslund, T. B. & Taylor, G. W., 15 dec. 2023. 17 s.

    Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review