BriefGPT.xyz
Aug, 2020
操作知识图谱全解析
All About Knowledge Graphs for Actions
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Pallabi Ghosh, Nirat Saini, Larry S. Davis, Abhinav Shrivastava
TL;DR
本研究旨在研究不同构建机制的知识图谱对零样本和少样本动作识别的影响,并提出了一种改进的评估范式来促进对动作识别的知识转移,以提高动作识别分类器的性能。
Abstract
Current
action recognition
systems require large amounts of training data for recognizing an action. Recent works have explored the paradigm of zero-shot and
few-shot learning
to learn classifiers for unseen cate
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