Zuhao Liu

Research Intern, INSAIT
Master Student, Sun Yat-sen University

Email / Google Scholar / Bio / CV / Github

About me

I'm a research intern at INSAIT, working with Luc Van Gool and Danda Paudel. I'm also a Master student at Sun Yat-sen University, advised by Wei-Shi Zheng. Previously, I interned at Intelligent Driving Group (IDG) of Baidu, and NetEase Games AI Lab. My current research interests span a wide range of computer vision areas, including multimodal foundation models, generative models (video/image/3D generation), video understanding, and world models. As a beginner of visual computing, I am actively engaging research of different areas, and trying to make any possible contribution to the community.

Selected Publications

InTraGen: Trajectory-controlled Video Generation for Object Interactions
Zuhao Liu*, Aleksandar Yanev*, Ahmad Mahmood, Ivan Nikolov, Saman Motamed, Wei-Shi Zheng, Xi Wang, Luc Van Gool, Danda Pani Paudel
Under review (CVPR 2025)

PDF / arXiv / Code

General image-to-image translation with one-shot image guidance
Zuhao Liu*, Bin Cheng*, Yunbo Peng, Yue Lin
ICCV 2023

PDF / arXiv / Code

Generating anomalies for video anomaly detection with prompt-based feature mapping
Zuhao Liu, Xiao-Ming Wu, Dian Zheng, Kun-Yu Lin, Wei-Shi Zheng
CVPR 2023

PDF

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Estimator meets equilibrium perspective: A rectified straight through estimator for binary neural networks training
Xiao-Ming Wu, Dian Zheng, Zuhao Liu, Wei-Shi Zheng
ICCV 2023



PDF / arXiv / Code

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Diffuvolume: Diffusion model for volume based stereo matching
Dian Zheng, Xiao-Ming Wu, Zuhao Liu, Jingke Meng, Wei-shi Zheng
Under review (IJCV)

PDF / arXiv / Code

NAS-SCAM: Neural architecture search-based spatial and channel joint attention module for nuclei semantic segmentation and classification
Zuhao Liu*,Huan Wang*, Shaoting Zhang, Guotai Wang, Jin Qi
MICCAI 2020

PDF / Code

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