Renderers are Good Zero-Shot Representation Learners: Exploring Diffusion Latents for Metric Learning

Michael Tang, David Shustin

Can the latent spaces of modern generative neural rendering models serve as representations for 3D-aware discriminative visual understanding tasks? We use retrieval as a proxy for…