Projects per year
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Dive into the research topics where Lemar Abdi 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
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Projects
- 1 Finished
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XL-ARGOS extensie-0
van der Putten, J. A. (Project member), Fonollà, R. (Project member), Boers, T. (Project member), Viviers, C. G. A. (Project member), Dehghani, N. (Project member), Kusters, K. (Project member), Jaspers, T. J. M. (Project member), van Nierop, W. (Project member), Abdi, L. (Project member), van der Sommen, F. (Project Manager) & de With, P. H. N. (Project member)
26/03/20 → 30/06/25
Project: Third tier
Research output
- 5 Conference contribution
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Zero-Shot Image Anomaly Detection Using Generative Foundation Models
Abdi, L., Valiuddin, A., Caetano, F., Viviers, C. & van der Sommen, F., 23 Feb 2026, 2025 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2025. Institute of Electrical and Electronics Engineers, p. 3604-3613 10 p. 11375452Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Link opens in a new tab Citation (Scopus) -
Can Your Generative Model Detect Out-of-Distribution Covariate Shift?
Viviers, C. (Corresponding author), Valiuddin, A., Caetano, F., Abdi, L., Filatova, L., de With, P. & van der Sommen, F., 12 May 2025, Computer Vision – ECCV 2024 Workshops: Milan, Italy, September 29–October 4, 2024, Proceedings. Del Bue, A., Canton, C., Pont-Tuset, J. & Tommasi, T. (eds.). Springer, Vol. XVII. p. 184-201 18 p. (Lecture Notes in Computer Science (LNCS); vol. 15639).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)40 Downloads (Pure) -
MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging Through Symmetrical Flow Matching
Caetano, F. (Corresponding author), Abdi, L., Viviers, C., Valiuddin, A. & van der Sommen, F., 25 Sept 2025, Deep Generative Models: 5th MICCAI Workshop, DGM4MICCAI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D. & Yuan, Y. (eds.). Cham: Springer, p. 35-45 11 p. (Lecture Notes in Computer Science (LNCS); vol. 16128).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)2 Downloads (Pure) -
Out-of-Distribution Detection in Medical Imaging via Diffusion Trajectories
Abdi, L. (Corresponding author), Caetano, F., Valiuddin, A., Viviers, C., Joudeh, H. & van der Sommen, F., 29 Sept 2025, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 7thInternational Workshop, UNSURE 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings. Sudre, C. H., Hoque, M. I., Mehta, R., Qin, C., Ouyang, C., Rakic, M. & Wells, W. M. (eds.). Cham: Springer, p. 91-101 11 p. (Lecture Notes in Computer Science (LNCS); vol. 16166).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)5 Downloads (Pure) -
Typicality Excels Likelihood for Unsupervised Out-of-Distribution Detection in Medical Imaging
Abdi, L., Valiuddin, M. M. A. (Corresponding author), Viviers, C. G. A., de With, P. H. N. & van der Sommen, F., 3 Oct 2024, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 6th International Workshop, UNSURE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings. Sudre, C. H., Mehta, R., Ouyang, C., Qin, C., Rakic, M. & Wells, W. M. (eds.). Cham: Springer, p. 149-159 11 p. (Lecture Notes in Computer Science (LNCS); vol. 15167).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile95 Downloads (Pure)
Thesis
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Reduced-order discrete source model for iron particles
Abdi, L. (Author), Mi, X. (Supervisor 1) & Ning, D. (Supervisor 2), Jul 2022Student thesis: Bachelor
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Typicality excels Likelihood for Unsupervised Out-of-Distribution Detection in Medical Imaging
Abdi, L. (Author), van der Sommen, F. (Supervisor 1), Aug 2024Student thesis: Master
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