BriefGPT.xyz
Jun, 2021
OadTR: 使用Transformer进行在线动作检测
OadTR: Online Action Detection with Transformers
HTML
PDF
Xiang Wang, Shiwei Zhang, Zhiwu Qing, Yuanjie Shao, Zhengrong Zuo...
TL;DR
本文提出了一个新的Transformers编码器-解码器框架OadTR用于在线行动检测,该模型能够同时编码历史信息并预测未来内容,性能优于目前基于RNN的方法。
Abstract
Most recent approaches for
online action detection
tend to apply
recurrent neural network
(RNN) to capture long-range temporal structure. However, RNN suffers from non-parallelism and gradient vanishing, hence it
→