Soumik Mukhopadhyay*

Do text-free diffusion models learn discriminative visual representations?

"Diffusion models have proven to be state-of-the-art methods for generative tasks. These models involve training a U-Net to iteratively predict and remove noise, and the resulting model can synthesize high-fidelity, diverse, novel images. However, text-free diffusion models have typically not been e…