no code implementations • 11 Jun 2021 • Fanhe Ma, Faen Zhang, Shenglan Ben, Shuxin Qin, Pengcheng Zhou, Changsheng Zhou, Fengyi Xu
In this paper, we are interested in building a domain knowledge based deep learning framework to solve the chiller plants energy optimization problems.
3 code implementations • CVPR 2021 • Ye Zheng, JiaHong Wu, Yongqiang Qin, Faen Zhang, Li Cui
We follow this motivation and propose a new task set named zero-shot instance segmentation (ZSI).
no code implementations • 17 Oct 2020 • Mi Zhang, Faen Zhang, Nicholas D. Lane, Yuanchao Shu, Xiao Zeng, Biyi Fang, Shen Yan, Hui Xu
The era of edge computing has arrived.
no code implementations • 21 Jul 2020 • Jiahong Wu, Jianfei Lu, Xinxin Kang, Yiming Zhang, Yinhang Tang, Jianfei Song, Ze Huang, Shenglan Ben, Jiashui Huang, Faen Zhang
Panoramic segmentation is a scene where image segmentation tasks is more difficult.
no code implementations • 13 Nov 2019 • Faen Zhang, Xinyu Fan, Hui Xu, Pengcheng Zhou, Yujian He, Junlong Liu
In the regression problem, L1 and L2 are the most commonly used loss functions, which produce mean predictions with different biases.
no code implementations • 31 Aug 2019 • Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang
Without the constraint imposed by the hand-designed heuristics, our searched networks contain more flexible and meaningful architectures that existing weight sharing based NAS approaches are not able to discover.
no code implementations • 5 May 2019 • Faen Zhang, Xinyu Fan, Guo Ai, Jianfei Song, Yongqiang Qin, Jia-Hong Wu
Face detection has witnessed significant progress due to the advances of deep convolutional neural networks (CNNs).
Ranked #1 on
Face Detection
on WIDER Face (Easy)
no code implementations • 24 May 2018 • Yongliang Tang, Jiashui Huang, Faen Zhang, Weiguo Gong
Recently, deep neural networks have achieved impressive performance in terms of both reconstruction accuracy and efficiency for single image super-resolution (SISR).