no code implementations • 20 May 2020 • Xinya Chen, Yanrui Bin, Changxin Gao, Nong Sang, Hao Tang
The module builds a fully connected directed graph between the regions of different density where each node (region) is represented by weighted global pooled feature, and GCN is learned to map this region graph to a set of relation-aware regions representations.
no code implementations • 23 Nov 2020 • Xianjin Chao, Yanrui Bin, Wenqing Chu, Xuan Cao, Yanhao Ge, Chengjie Wang, Jilin Li, Feiyue Huang, Howard Leung
Specifically, we take both the historical motion sequences and coarse prediction as input of our cascaded refinement network to predict refined human motion and strengthen the refinement network with adversarial error augmentation.
no code implementations • ICCV 2023 • Xinya Chen, Jiaxin Huang, Yanrui Bin, Lu Yu, Yiyi Liao
Unsupervised learning of 3D-aware generative adversarial networks has lately made much progress.
no code implementations • 8 Apr 2024 • Xinya Chen, Hanlei Guo, Yanrui Bin, Shangzhan Zhang, Yuanbo Yang, Yue Wang, Yujun Shen, Yiyi Liao
Collecting accurate camera poses of training images has been shown to well serve the learning of 3D-aware generative adversarial networks (GANs) yet can be quite expensive in practice.
1 code implementation • ECCV 2020 • Yanrui Bin, Xuan Cao, Xinya Chen, Yanhao Ge, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Changxin Gao, Nong Sang
Human pose estimation is the task of localizing body keypoints from still images.