Dian Zheng

I am currently a second-year master's student at Sun Yat-sen University (SYSU), where I am advised by Wei-Shi Zheng. Before coming to SYSU, I obtained my B.E. degree at the Dalian University of Technology.

My research interests mainly lie around Computer Vision, with the goal of developing general and generalizable vision systems. My main researchs focus on AIGC and its applications on downstream tasks. I believe it is one of the essential tools for facilitating people's interaction with modern vision systems and enhancing the quality of their lives. Now, I am committing to take a small step toward this vision.

In the following years, I will focus on 2d/3d vision AIGC and efficient AIGC. And I am always open for research discussions and collaborations.

Email / Google Scholar / Github

News

[07/01/2024] 1 paper is accepted by ECCV 2024.

[02/27/2024] 2 papers are accepted by CVPR 2024.

[08/31/2023] 1 paper is submitted to IJCV.

[07/13/2023] 1 paper is accepted by ICCV 2023.

[02/27/2023] 1 paper is accepted by CVPR 2023.

[02/27/2023] 1 paper is accepted by ICASSP 2022.

Publications

	An Economic Framework for 6-DoF Grasp Detection Xiao-Ming Wu, Jia-Feng Cai, Jian-Jian Jiang, Dian Zheng, Yi-Lin Wei, Wei-Shi Zheng, ECCV, 2024 paper / code
	Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng, Xiao-Ming Wu, Shuzhou Yang, Jian Zhang, Jian-Fang Hu, Wei-Shi Zheng, CVPR, 2024 paper / code
	Dexterous Grasp Transformer Guo-Hao Xu, Yi-Lin Wei, Dian Zheng, Xiao-Ming Wu, Wei-Shi Zheng, CVPR, 2024 paper / code
	DiffuVolume: Diffusion Model for Volume based Stereo Matching Dian Zheng, Xiao-Ming Wu, Zuhao Liu, Jingke Meng, Wei-Shi Zheng is submitting to IJCV, 2023 paper / code
	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 paper / 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 paper
	UNDERWATER STEREO MATCHING VIA UNSUPERVISED APPEARANCE AND FEATURE ADAPTATION NETWORKS Zhong Wei, Yazhi Yuan, Xinchen Ye, Dian Zheng, Rui Xu ICASSP, 2022 paper

Academic Service

Conference Reviewer: ICLR2025, NeurIPS2024, PRCV2023

Journal Reviewer: PR, CMV

Last Update 12/27/2023. Thanks to Jon Barron.