Summary
Stronger diffusion guidance reduces diversity of generated outputs (1). This was observed in sequence generation using low-N fitness data.
Figures
Ref (1)
1.
Yang J, Chu W, Khalil D, Astudillo R, Wittmann BJ, Arnold FH, et al. Steering Generative Models with Experimental Data for Protein Fitness Optimization. 2025; Available from: https://arxiv.org/abs/2505.15093