CASL: Concept-Aligned Sparse Latents for Interpreting Diffusion Models

Zhenghao He, Guangzhi Xiong, Boyang Wang +2

Internal activations of diffusion models encode rich semantic information, but interpreting such representations remains challenging. While Sparse Autoencoders (SAEs) have shown pr…