Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders

Amandeep Kumar, Vishal M. Patel

Leveraging representation encoders for generative modeling offers a path for efficient, high-fidelity synthesis. However, standard diffusion transformers fail to converge on these…