Methods › General › Label Correction › LAEM
Localization-Aware Expectation-Maximization
LAEM
Introduced by David Tschirschwitz et al. in Drawing the Same Bounding Box Twice? Coping Noisy Annotations in Object Detection with Repeated Labels
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Method that adapts expectation-maximization (EM) to aggregate annotations that work on tasks with combined localization and classification like object detection and instance segmentation.
Papers archive 2025-07-28
1 shown of 1, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Drawing the Same Bounding Box Twice? Coping Noisy Annotations in Object Detection with Repeated Labels 18 Sep 2023 · 1 repository · arXiv:2309.09742
Tasks archive 2025-07-28
3 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Instance Segmentation | 1 |
| Object Detection | 1 |
| object-detection | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections