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Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery

Academic Journal

Jungo, A.; Doorenbos, L.; Márquez-Neila, P.; Sznitman, R.; Da Col, T.; Beelen, M.; Zinkernagel, M.

In: International Journal of Computer Assisted Radiology and Surgery. (International Journal of Computer Assisted Radiology and Surgery, June 2023, 18(6):1085-1091)

Web of Science JCR 저널정보 Scopus Find it@PNU

ULISSE: A tool for one-shot sky exploration and its application for detection of active galactic nuclei

Academic Journal

Doorenbos, L.; Sznitman, R.; Márquez-Neila, P.; Torbaniuk, O.; Paolillo, M.; Longo, G.; Cavuoti, S.; Brescia, M.

In: Astronomy and Astrophysics. (Astronomy and Astrophysics, 1 October 2022, 666)

Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Optimising and comparing source-extraction tools using objective segmentation quality criteria

Academic Journal

Haigh, C.; Doorenbos, L.; Watkins, M.; Wilkinson, M.H.F.; Chamba, N.; Venhola, A.; Peletier, R.

In: Astronomy and Astrophysics. (Astronomy and Astrophysics, 1 January 2021, 645)

Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Stochastic Segmentation with Conditional Categorical Diffusion Models

Conference

Zbinden, L.; Doorenbos, L.; Pissas, T.; Huber, A.T.; Sznitman, R.; Márquez-Neila, P.

In: Proceedings of the IEEE International Conference on Computer Vision, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. (Proceedings of the IEEE International Conference on Computer Vision, 2023, :1119-1129)

Full Text (IEEE) Scopus Find it@PNU

Data Invariants to Understand Unsupervised Out-of-Distribution Detection

Book

Doorenbos, L.; Sznitman, R.; Márquez-Neila, P.

In: Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, 13691 LNCS:133-150)

Scopus Find it@PNU

SS3D: Unsupervised Out-of-Distribution Detection and Localization for Medical Volumes

Book

Doorenbos, L.; Sznitman, R.; Márquez-Neila, P.

In: Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis - MICCAI 2021 Challenges: MIDOG 2021, MOOD 2021, and Learn2Reg 2021, Held in Conjunction with MICCAI 2021, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, 13166 LNCS:111-118)

Scopus Find it@PNU

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