🍀About me

Come from Taiyuan, Shanxi, China, currently pursuing a master’s degree in computer science at ShenYang Jianzhu University, supervised by Prof.Yuanshuai. For now, my primary research focuses on fine-tuning diffusion models for deep estimation tasks.

I used to participate in many ACM algorithm competitions(2022-2023), but have now retired. In my daily life, I enjoy reading and photography. You can view my photography collection in the Gallery. I’m also a Golang backend developer. Feel free to communicate with me about CV and Golang

📝 Publications

ARXIV

ApDepth: Aiming for Precise Monocular Depth Estimation Based on Diffusion Models

Jiawei Wang, Shuai Yuan, Mingbo Lei, Yibo Chen

Website Paper Demo

• We present ApDepth, a diffusion model, and associated fine-tuning protocol for monocular depth estimation.
• Single-Step Inference: We fine-tuned the diffusion model for single-step denoising inference, significantly reducing inference time.
• Two-Stage Training Strategy: We adopted a two-stage training strategy.

🎈ACM ＆ OI

ACM Algorithm Competition participant, primarily competing in online contests on platforms such as Leetcode, Atcoder, and Codeforces. Historical ratings on each platform are available here.

🏆Speedrun

I have participated in many speedrun competitions, mainly working on the Hollow Knight IL project, and have achieved top 30 worldwide rankings in each of them, even winning a WR in one of them and a fourth place in another.

WR on Hollow Knight Trial of the Warrior