Hi! I am a first-year Master’s student at the University of Electronic Science and Technology of China (UESTC). My advisor is Shuhang Gu. I received my B.S. degree from the Shangdong University in 2023.
My research interests include BEV perception, image/video generation, and related fields. My Google Scholar profile can be found here.
If you have any suggestions for cooperation in these fields, please feel free to contact me.
🔥 News
- 2024.07: 🎉🎉 Our work “PerlDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models” is published on arXiv.
📝 Publications
PerlDiff
PerlDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models
Jinhua Zhang, Hualian Sheng, Sijia Cai, Bing Deng, Qiao Liang, Wen Li, Ying Fu, Jieping Ye, Shuhang Gu
- PerlDiff uses 3D geometric priors for precise object-level control in street view image generation, offering superior controllability and significantly improving precision on NuScenes and KITTI.
arXivPerlDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models, Jinhua Zhang, Hualian Sheng, et al.
💻 Internships
- 2023.11 - now, Alibaba Cloud, Hangzhou, China.
📖 Educations
- 2023.06 - now, Master, School of Computer Science and Engineering, UESTC, Chengdu.
- 2021.03 - 2023.06, Undergraduate, School of Computer Science and Technology, Shandong University, Qingdao.
- 2019.09 - 2021.03, Undergraduate, School of Materials Science and Engineering, Shandong University, Jinan.
- 2016.09 - 2019.06, The High School Attached to Northwest Normal University, Lanzhou.