Tag: diffusion-models (1 references)
Influence Functions for Scalable Data Attribution in Diffusion Models
Develops influence function frameworks for diffusion models to address data attribution and interpretability challenges. Predicts how model output would change if training data were removed, showing how previously proposed methods can be interpreted as particular design choices in this framework.