87 citations · 502 across the 49 of their papers we have counts for
4 papers · 1 filter
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
Sirui Xie, Junning Huang, Lanxin Lei +4
Reinforcement learning agents need exploratory behaviors to escape from local optima. These behaviors may include both immediate dithering perturbation and temporally consistent ex…
Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos
Zhaoyang Zhang, Zhanghui Kuang, Ping Luo +2
Video Analytics Software as a Service (VA SaaS) has been rapidly growing in recent years. VA SaaS is typically accessed by users using a lightweight client. Because the transmissio…
Fast Video Shot Transition Localization with Deep Structured Models
Shitao Tang, Litong Feng, Zhangkui Kuang +2
Detection of video shot transition is a crucial pre-processing step in video analysis. Previous studies are restricted on detecting sudden content changes between frames through si…
Boosting up Scene Text Detectors with Guided CNN
Xiaoyu Yue, Zhanghui Kuang, Zhaoyang Zhang +4
Deep CNNs have achieved great success in text detection. Most of existing methods attempt to improve accuracy with sophisticated network design, while paying less attention on spee…