Jin Cao 
「曹晋」

About 🔬

I'm a junior undergraduate student at Xi'an Jiaotong University, majoring in Artificial Intelligence. My research interests lie in 3D vision, especially the intersections between modern Machine Learning and Graphics. More specifically, currently I focus on 3D scene generation/edition with strong generative prior.

I am now a Research Intern at the Stanford Vision and Learning Lab (SVL) and work closely with Koven Yu and Prof. Jiajun Wu on 3D visual generation. Meanwhile, I'm a Research Intern at ZJU3DV, Zhejiang University, working with Prof. Sida Peng and Prof. Xiaowei Zhou on Robust 3D Reconstruction. Previously, I work with Prof. Xiangyong Cao and Prof. Deyu Meng on low level image processing at Xi'an Jiaotong University.

News 📢

  • [2025.02] I join Stanford Vision and Learning Lab as an intern, working with Koven Yu.🎓
  • [2024.12] I join ZJU3DV as an intern, working with Prof. Sida Peng. 🎓

Publications 📖

(* indicates equal contribution.)

dgsct UniVerse: Unleashing the Scene Prior of Video Diffusion Models for Robust Radiance Field Reconstruction
Jin Cao, Hongrui Wu, Ziyong Feng, Hujun Bao, Xiaowei Zhou, Sida Peng,
Under Review, 2024

dgsct HAIR:Hypernetworks-based All-in-One Image Restoration
Jin Cao, Yi Cao, Li Pang, Deyu Meng, Xiangyong Cao,
Arxiv 2024, preprint
[Paper] [Code]

dgsct Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
Jin Cao, Deyu Meng, Xiangyong Cao,
Arxiv 2024, preprint
[Paper] [Code]

dgsct LatentHSI: Restore Hyperspectral Images in a Latent Space
Jin Cao* Xiangyu Rui*, Li Pang, Deyu Meng, Xiangyong Cao,
Information Fusion 2024, (IF=18.6)
[Paper]

Experience 🏛️

Stanford Vision and Learning Lab (SVL)
2025.02 - Present, California, USA
Research Intern with Koven Yu and Prof. Jiajun Wu
Focus: Iterative 3D Scene Generation
ZJU3DV, Zhejiang University
2024.12 - Present, Zhejiang, China
Research Intern with Prof. Sida Peng and Prof. Xiaowei Zhou
Focus: Robust Radiance Field Reconstruction
Xi'an Jiaotong University
2024.03 - 2025.02, Shaanxi, China
Work with Prof. Xiangyong Cao and Prof. Deyu Meng.
Focus: Low Level Image Processing, e.g., Super Resolution, Dehaze