Preprint
Aug 2026
Task-State Adaptation with Prototype Memory for Multi-Task Dense Prediction
MemMTL, a multi-task dense prediction framework that estimates a compact task state from global visual context and refines it through a learnable task-state prototype memory, is proposed.
Yang-Yang Xu, Haobo Yuan, Yu-Zhu Wang et al.
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