👤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

• Diffusion-Augmented Depth Prediction with Sparse Annotations [ACM MM 2023] [First Author]
Diffusion-Augmented Depth Prediction with Sparse Annotations | Proceedings of the 31st ACM International Conference on Multimedia
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https://dl.acm.org/doi/abs/10.1145/3581783.3611807

• Neural Video Depth Stabilizer [ICCV 2023]
ICCV 2023 Open Access Repository

https://openaccess.thecvf.com/content/ICCV2023/html/Wang_Neural_Video_Depth_Stabilizer_ICCV_2023_paper.html

• NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent Surfaces [CVPRW 2024] [Second-top Contributor]
CVPR 2024 Open Access Repository

https://openaccess.thecvf.com/content/CVPR2024W/NTIRE/html/Ramirez_NTIRE_2024_Challenge_on_HR_Depth_from_Images_of_Specular_CVPRW_2024_paper.html

• Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report [ECCVW 2022] [Team Leader]
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report | Computer Vision – ECCV 2022 Workshops
National Key Laboratory of Science and Technology on Multi-Spectral Information Processing, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China

https://dl.acm.org/doi/10.1007/978-3-031-25066-8_4

🏁Competitions

• [Winner Award] NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent Surfaces, CVPRW 2024

• [Fifth Place] Mobile AI & AIM 2022 Challenge, ECCVW 2022

🏆Awards & Honors

• First-Class Scholarship for Postgraduates, HUST, 2023

• Honours Degrees, HUST (Top 3%), 2023

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

• Outstanding Undergraduates Student, HUST (Top 1%), 2021

• Merit Undergraduate, HUST (Top 7%), 2021

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