Diffusion and Flow Matching: A Field Guide
A guide to probability paths, scores, velocities, and fast sampling: how diffusion and flow matching connect, which distinctions matter, and how these ideas appear in image...
Amber Yijia Zheng AI researcher and builder
I like fancy visuals, and I build the models that make them.
I'm a founding member at a stealth AI startup, there from day one.
I spent my Ph.D. years at Purdue CS with Dr. Raymond A. Yeh, figuring out what models can do, and what they shouldn’t. For undergrad, I studied Data Science with Dr. Yixuan Qiu at a university in Shanghai. It’s better known for finance than engineering, and I picked up a bit of business along the way.
I share my home with Biscotti, a black-and-white cat, and Cannoli, a creamy border collie.
✉ let's make something fancy →
A few moments from my life.
The committee said Congrats.