D-Scope: Decomposing and Steering Diffusion Transformers with Sparse Autoencoders
Sparse autoencoders (SAEs) reveal visual structure in diffusion transformers (DiTs), but interpreting a feature does not establish whether it can be used to control generation. We introduce D-Scope (Diffusion Scope), a framework that connects feature interpretation to generation control through shared visual evidence....
Xinyue Xu, Jiahao Zhang, Li-Jie Hu et al.
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