Xianpeng Liu

College of Engineering

Works (2)

Updated: July 21st, 2025 14:37

2025 article

DiffMesh: A Motion-Aware Diffusion Framework for Human Mesh Recovery from Videos

Zheng, C., Liu, X., Peng, Q., Wu, T., Wang, P., & Chen, C. (2025, February 26). 2025 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION, WACV, pp. 4891–4901.

By: C. Zheng *, X. Liu n, Q. Peng *, T. Wu n , P. Wang * & C. Chen *

topics (OpenAlex): Human Pose and Action Recognition; Generative Adversarial Networks and Image Synthesis; 3D Shape Modeling and Analysis
Sources: Web Of Science, NC State University Libraries
Added: July 17, 2025

2023 article

POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery

Zheng, C., Liu, X., Qi, G.-J., & Chen, C. (2023, June 1).

By: C. Zheng *, X. Liu n, G. Qi * & C. Chen *

topics (OpenAlex): Advanced Neural Network Applications; Human Pose and Action Recognition; Video Surveillance and Tracking Methods
TL;DR: A pure transformer architecture named POoling aTention TransformER (POTTER) for the HMR task from single images, which outperforms the SOTA method METRO by only requiring 7% of total parameters and 14% of the Multiply-Accumulate Operations on the Human3.6M and 3DPW datasets. (via Semantic Scholar)
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Source: Web Of Science
Added: November 13, 2023

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