Deep Auxiliary Learning via Bilevel Feature Optimization for Label-Efficient Medical Image Segmentation
arXiv:2610.26954v1 Announce Type: new Abstract: Auxiliary learning (AL), which can improve the performance of a primary task by leveraging related auxiliary tasks, is commonly regarded as a special case of multi-task learning. Existing AL approaches typically require manually annotated auxiliary la…
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- 2026-10-21 04:00 · arXiv cs.CV
Deep Auxiliary Learning via Bilevel Feature Optimization for Label-Efficient Medical Image Segmentation