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Book Open access Nov 2026

Multi-Task Dense Prediction with Mixture of Unit-Rank Experts

Multi-task dense prediction has recently achieved significant performance gains but remains challenging in learning fine-grained and discriminative task-specific representations. In this paper, we propose a novel decoder-focused Mixture of Unit-Rank Experts (MURE) for multi-task dense prediction. Inspired by the subspa...

Hao Xu, Zhen-Chun Wei, Zheng Wang et al. · 0 citations

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