I am a master's student in computer science at Brown University, working with Professor Randall Balestriero. During my first year at Brown, I have also worked with Professor Chen Sun. I am a deep learning theorist interested in the optimization of diffusion models, consistency models and their training curriculum. My goal is to bridge theory and practical application. I am currently seeking PhD positions.

• Diffusion Models, Consistency Models, Training Curriculum, Inverse Problems, Spline Theory

• Beyond and Free from Diffusion: Invertible Guided Consistency Training
  [arXiv] [Project]
• arXiv preprint
  Chia-Hong Hsu, Shiu-hong Kao, Randall Balestriero
• Self-Correcting Self-Consuming Loops for Generative Model Training
  [arXiv] [Project]
• ICML 2024
  Nate Gillman, Michael Freeman, Daksh Aggarwal, Chia-Hong Hsu, Calvin Luo, Yonglong Tian, Chen Sun

• I'm currently listening to 踅神夢 Daydream by Sorry Youth

• Swimming, running, beer tasting

• Work Email: chia_hong_hsu@brown.edu
• Personal Email: charleston87654321@gmail.com