Search Results for author: Yangyuxuan Kang

Found 4 papers, 2 papers with code

Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition

1 code implementation15 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.

Action Recognition Representation Learning +1

Hierarchical and Contrastive Representation Learning for Knowledge-aware Recommendation

no code implementations15 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.

Contrastive Learning Knowledge-Aware Recommendation +1

3D Human Pose Lifting with Grid Convolution

1 code implementation17 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.

Representation Learning

Contextual Graph Reasoning Networks

no code implementations1 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.

2D Human Pose Estimation Instance Segmentation +4

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