👤Info

I am Jiaqi Li, a current (2023.09-) master student in Artificial Intelligence at Huazhong University of Science and Technology (HUST), supervised by Prof. Zhiguo Cao. Prior to that, I received my B.S. degree from Huazhong University of Science and Technology in 2023. My current research interests are 3D vision, autonomous driving and diffusion-based depth estimation.

🎓Education

• 2023~Present, Master student in Artificial Intelligence(Advised by Prof. Zhiguo Cao), School of Artificial intelligence & Automation (AIA) , Huazhong University of Science & Technology (HUST), Wuhan, China

• 2019~2023, B.S. in Automation, School of Artificial intelligence & Automation (AIA) , Huazhong University of Science & Technology (HUST), Wuhan, China

🔍Research Interests

• 3D Vision: Depth Estimation; 3D Scene Understanding

• Autonomous Drive: Multi-view Depth Estimation and Reconstruction

• Diffusion Model: Downstream Application Specifically; Flow matching

📚Publications

1. Self-Distilled Depth Refinement with Noisy Poisson Fusion [NeurIPS] [First Author] [Paper]

2. NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation [TPAMI] [Paper]

3. Towards Robust Monocular Depth Estimation in Non-Lambertian Surfaces [ECCVW 2024] [Corresponding Author] [Paper]

4. Diffusion-Augmented Depth Prediction with Sparse Annotations [ACM MM 2023] [First Author] [Paper]

5. Neural Video Depth Stabilizer [ICCV 2023] [Paper]

🏁Competitions

1. [Winner Award] [Team Leader] TRICKY 2024 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces, ECCVW 2024

2. [Winner Award] [Team Leader] NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent Surfaces, CVPRW 2024

3. [Fifth Place] [Team Leader] Mobile AI & AIM 2022 Challenge, ECCVW 2022

🏆Awards & Honors

• First-Class Scholarship for Postgraduates(研究生一等学业奖学金), HUST, 2023

• Honours Degrees(荣誉学士学位), HUST (Top 3%), 2023

• Outstanding graduates(优秀毕业生), HUST (Top 10%), 2023

• National Scholarship(国家奖学金), Ministry of Education of PRC (Highest Honor, Top 0.2%), 2021

• Outstanding Undergraduates Student(本科特优生), HUST (Top 1%), 2021

• Merit Undergraduate(三好学生), HUST (Top 7%), 2021

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