no code implementations • 4 Nov 2020 • Yushuo Guan, Ning Liu, Pengyu Zhao, Zhengping Che, Kaigui Bian, Yanzhi Wang, Jian Tang
The convolutional neural network has achieved great success in fulfilling computer vision tasks despite large computation overhead against efficient deployment.
no code implementations • ECCV 2020 • Yushuo Guan, Pengyu Zhao, Bingxuan Wang, Yuanxing Zhang, Cong Yao, Kaigui Bian, Jian Tang
To tackle with both the efficiency and the effectiveness of knowledge distillation, we introduce the feature aggregation to imitate the multi-teacher distillation in the single-teacher distillation framework by extracting informative supervision from multiple teacher feature maps.
no code implementations • 10 Feb 2020 • Shangbang Long, Yushuo Guan, Kaigui Bian, Cong Yao
Irregular scene text recognition has attracted much attention from the research community, mainly due to the complexity of shapes of text in natural scene.
1 code implementation • 30 Aug 2019 • Shangbang Long, Yushuo Guan, Bingxuan Wang, Kaigui Bian, Cong Yao
Reading text from natural images is challenging due to the great variety in text font, color, size, complex background and etc..
no code implementations • ICCV 2019 • MingKun Yang, Yushuo Guan, Minghui Liao, Xin He, Kaigui Bian, Song Bai, Cong Yao, Xiang Bai
Reading text in the wild is a very challenging task due to the diversity of text instances and the complexity of natural scenes.