no code implementations • 17 Mar 2020 • Guanglu Song, Yu Liu, Yuhang Zang, Xiaogang Wang, Biao Leng, Qingsheng Yuan
The small receptive field and capacity of minimal neural networks limit their performance when using them to be the backbone of detectors.
no code implementations • 23 Jan 2019 • Yu Shu, Yemin Shi, Yao-Wei Wang, Yixiong Zou, Qingsheng Yuan, Yonghong Tian
Most of the existing action recognition works hold the \textit{closed-set} assumption that all action categories are known beforehand while deep networks can be well trained for these categories.