1 code implementation • 15 Aug 2023 • Dongqi Cai, Yangyuxuan Kang, Anbang Yao, Yurong Chen
This paper presents Ske2Grid, a new representation learning framework for improved skeleton-based action recognition.
no code implementations • 15 Apr 2023 • Bingchao Wu, Yangyuxuan Kang, Daoguang Zan, Bei guan, Yongji Wang
Specifically, for avoiding the exponential expansion of neighbors, we propose a hierarchical message aggregation mechanism to interact separately with low-order neighbors and meta-path-constrained high-order neighbors.
1 code implementation • 17 Feb 2023 • Yangyuxuan Kang, Yuyang Liu, Anbang Yao, Shandong Wang, Enhua Wu
Existing lifting networks for regressing 3D human poses from 2D single-view poses are typically constructed with linear layers based on graph-structured representation learning.
no code implementations • 1 Jan 2021 • Zhaoqing Wang, Jiaming Liu, Yangyuxuan Kang, Mingming Gong, Chuang Zhang, Ming Lu, Ming Wu
Graph Reasoning has shown great potential recently in modeling long-range dependencies, which are crucial for various computer vision tasks.