Publications per year
Publications per year
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Dive into the research topics where Nina Weng 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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Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation
Weng, N., Pegios, P., Petersen, E., Feragen, A. & Bigdeli, S., 2025, Proceedings of the 18th European Conference Computer Vision – ECCV 2024. Springer, p. 338-357 (Lecture Notes in Computer Science, Vol. 15144).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Generalizing Fairness to Generative Language Models via Reformulation of Non-discrimination Criteria
Sterlie, S., Weng, N. & Feragen, A., 2025, (Accepted/In press) Proceedings of the Fairness and ethics towards transparent AI: facing the chalLEnge through model Debiasing (FAILED) 2024. Springer, 27 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile36 Downloads (Pure) -
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods
Olesen, V., Weng, N., Feragen, A. & Petersen, E., 2025, Proceedings of Ethics and Fairness in Medical Imaging . Springer, p. 3-13 (Lecture Notes in Computer Science, Vol. 15198).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Shortcut Learning in Medical Image Segmentation
Lin, M., Weng, N., Mikolaj, K., Bashir, Z., Svendsen, M. B. S., Tolsgaard, M. G., Christensen, A. N. & Feragen, A., 2024, Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2024. Springer Science and Business Media Deutschland GmbH, p. 623-633 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15008 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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An Interpretable and Attention-Based Method for Gaze Estimation Using Electroencephalography
Weng, N., Plomecka, M., Kaufmann, M., Kastrati, A., Wattenhofer, R. & Langer, N., 2023, Proceedings of the 26th International Conference Medical Image Computing and Computer Assisted Intervention. Springer, Vol. 14221. p. 734-743Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Projects
- 1 Active
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Bias and Fairness in Medical Imaging
Weng, N. (PhD Student), Feragen, A. (Main Supervisor) & Arjomand Bigdeli, S. (Supervisor)
01/03/2023 → 28/02/2026
Project: PhD