no code implementations • 2 May 2022 • Huan Gao, Jichang Guo, Guoli Wang, Qian Zhang
The invariance of illumination or inherent difference between two images is fully explored so as to make up for the lack of labels for nighttime images.
no code implementations • 4 Jan 2022 • Yabo Xiao, Dongdong Yu, Xiaojuan Wang, Lei Jin, Guoli Wang, Qian Zhang
Off-the-shelf single-stage multi-person pose regression methods generally leverage the instance score (i. e., confidence of the instance localization) to indicate the pose quality for selecting the pose candidates.
no code implementations • 27 Dec 2021 • Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He
Multi-person pose estimation methods generally follow top-down and bottom-up paradigms, both of which can be considered as two-stage approaches thus leading to the high computation cost and low efficiency.
no code implementations • CVPR 2021 • Guoli Wang, Jiaqi Ma, Qian Zhang, Jiwen Lu, Jie zhou
Many of them settle it by generating fake frontal faces from extreme ones, whereas they are tough to maintain the identity information with high computational consumption and uncontrolled disturbances.
2 code implementations • 1 Feb 2021 • Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang
The outputs from the teacher network are used as soft labels for supervising the training of a new network.
Ranked #7 on
Knowledge Distillation
on ImageNet
no code implementations • ICLR 2021 • Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang
In this paper, we investigate the bias-variance tradeoff brought by distillation with soft labels.
no code implementations • 17 Sep 2020 • Chaoyou Fu, Guoli Wang, Xiang Wu, Qian Zhang, Ran He
It embodies the uncertainty of the hashing network to the corresponding input image.
no code implementations • 15 Nov 2019 • Han-Chin Shing, Guoli Wang, Philip Resnik
The vast majority of research in computer assisted medical coding focuses on coding at the document level, but a substantial proportion of medical coding in the real world involves coding at the level of clinical encounters, each of which is typically represented by a potentially large set of documents.
2 code implementations • 11 Oct 2019 • Mengjia Yan, Mengao Zhao, Zining Xu, Qian Zhang, Guoli Wang, Zhizhong Su
To improve the discriminative and generalization ability of lightweight network for face recognition, we propose an efficient variable group convolutional network called VarGFaceNet.
Ranked #1 on
Face Verification
on Labeled Faces in the Wild
1 code implementation • 12 Jul 2019 • Qian Zhang, Jianjun Li, Meng Yao, Liangchen Song, Helong Zhou, Zhichao Li, Wenming Meng, Xuezhi Zhang, Guoli Wang
In this paper, we propose a novel network design mechanism for efficient embedded computing.
Ranked #4 on
Face Verification
on CFP-FP
no code implementations • 28 Mar 2019 • Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang, Ran He
Furthermore, due to the lack of high-resolution face manipulation databases to verify the effectiveness of our method, we collect a new high-quality Multi-View Face (MVF-HQ) database.
no code implementations • 7 Sep 2018 • Chaoyou Fu, Liangchen Song, Xiang Wu, Guoli Wang, Ran He
It generates hashing bits by the output neurons of a deep hashing network.