Guanwen Feng

I am a third-year PhD candidate at Xidian University of China, supervised by Prof. Qiguang Miao from Xidian University of China and Prof. Chi-Man Pun from University of Macau.

Welcome to exchange academic and life with me.

My areas of focus include 2D/3D Talking Head Generation, Sign Language Generation and Other AIGC Applications.

Email  /  Github

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Research
lestalker
[Arxiv 2024] LES-Talker: Fine-Grained Emotion Editing for Talking Head Generation in Linear Emotion Space
Guanwen Feng, Zhihao Qian, Yunan Li, Siyu Jin, Qiguang Miao, Chi-Man Pun,
Project / Arxiv

We propose a novel one-shot talking head generation model with high interpretability, designed to achieve fine-grained emotion editing across emotion types, levels, and facial units.

difftad
[KBS 2024] DiffTAD: Denoising diffusion probabilistic models for vehicle trajectory anomaly detection
Chaoneng Li, Guanwen Feng, Yunan Li, Ruyi Liu, Qiguang Miao, Liang Chang,
KBS Code

We propose a denoising-diffusion-based vehicle trajectory anomaly detection pipeline, called DiffTAD.

meacp
[Computers in Biology and Medicine 2022]ME-ACP: Multi-view Neural Networks with Ensemble Model for identification of Anticancer Peptides
Guanwen Feng, Hang Yao, Chaoneng Li, Ruyi Liu, Rungeng Huang, Xiaopeng Fan, Ruiquan Ge, Qiguang Miao,
Project / arXiv / Code

We propose An Ensemble Model for Identification of Anticancer Peptides.


Last updated: Sep. 2024
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