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Cross-task Attention Mechanism for Dense Multi-task Learning

Cross-task Attention Mechanism for Dense Multi-task Learning

Multi-task learning has recently become a promising solution for comprehensive understanding of complex scenes. With an appropriate design, multi-task models can not only be memory-efficient but also favour the exchange of complementary signals across tasks. In this work, we jointly address 2D semantic segmentation, and two geometry-related tasks, namely dense …