Shivanshu Shekhar, Sagnik Mukherjee, Jia Yi Zhang, Tong Zhang
View original ↗Implement a Fleming-Viot resampling library for existing diffusion model samplers to improve diversity in generation. This helps prevent lineage collapse in complex high-dimensional outputs.
Suggested repo: fv-diffuse
"End mode collapse in diffusion models using population dynamics."
Estimated effort: 60h