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Higher-Order Cell Tracking Transformer
HOCT is an edge-centric transformer that links cell detections across time via 3D geometric attention, achieving state-of-the-art tracking without pretrained encoders and reducing errors 59% with minimal annotations.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 9/10
strict 0/5