activity
20212023
most citedGraFormer: Graph Convolution Transformer for 3D Pose Estimation

16 citations · 32 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2023★ 2 cited

DiffUTE: Universal Text Editing Diffusion Model

Haoxing Chen, Zhuoer Xu, Zhangxuan Gu +6

Diffusion model based language-guided image editing has achieved great success recently. However, existing state-of-the-art diffusion models struggle with rendering correct text an…

cs.LG2023★ 3 cited

DEDGAT: Dual Embedding of Directed Graph Attention Networks for Detecting Financial Risk

Jiafu Wu, Mufeng Yao, Dong Wu +6

Graph representation plays an important role in the field of financial risk control, where the relationship among users can be constructed in a graph manner. In practical scenarios…

cs.CV2022

K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation

Weixi Zhao, Weiqiang Wang

We propose a novel attention-based 2D-to-3D pose estimation network for graph-structured data, named KOG-Transformer, and a 3D pose-to-shape estimation network for hand data, named…

cs.LG2022★ 7 cited

What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders

Jintang Li, Ruofan Wu, Wangbin Sun +6

The last years have witnessed the emergence of a promising self-supervised learning strategy, referred to as masked autoencoding. However, there is a lack of theoretical understand…

cs.LG2022★ 4 cited

MT-GBM: A Multi-Task Gradient Boosting Machine with Shared Decision Trees

ZhenZhe Ying, Zhuoer Xu, Zhifeng Li +2

Despite the success of deep learning in computer vision and natural language processing, Gradient Boosted Decision Tree (GBDT) is yet one of the most powerful tools for application…

cs.CV2021★ 16 cited

GraFormer: Graph Convolution Transformer for 3D Pose Estimation

Weixi Zhao, Yunjie Tian, Qixiang Ye +2

Exploiting relations among 2D joints plays a crucial role yet remains semi-developed in 2D-to-3D pose estimation. To alleviate this issue, we propose GraFormer, a novel transformer…