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基于自监督的骨架行为识别的跨流对比学习【英文版】.pdf |
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英文标题:Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition中文摘要:本文提出了一种基于骨架的自监督动作识别框架,采用跨流对比学习来设计硬样本对,结合积极变换策略,提高了对复杂动作模式的处理能力,并表现出优于三个基准数据集的效果。英文摘要:Self-supervised skeleton-based action recognition enjoys a rapid growth alongwith the development of contrastive learning. The existing methods rely onimposing invariance to augmentations of 3D skeleton within a single datastream, which merely leverages the easy positive pairs and limits the abilityto explore the co
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