LatentDiff: Scaling Semantic Dataset Comparison to Millions of Images

James Flora, Kowshik Thopalli, Akshay R. Kulkarni +2

We present LatentDiff, a scalable framework for semantic dataset comparison that operates directly in the latent space of pretrained vision encoders. By combining sparse autoencode…