leffff / adversarial-diffusion-distillation

My Implementation of Adversarial Diffusion Distillation https://arxiv.org/pdf/2311.17042.pdf
MIT License
35 stars 3 forks source link
add diffusion diffusion-distillation

adversarial-diffusion-distillation

My Implementation of Adversarial Diffusion Distillation https://arxiv.org/pdf/2311.17042.pdf Model scheme

Warning

This implementation differs from the original implementation in the paper in following ways:

  1. The discriminator is a single prediction head resnet50 initialized from these weights, but not a ViT conditioned on DINOv2 and CLIP features. Therefore has only 1 prediction head, instead of k.
  2. The discriminator is trained without the R1 penatly Discriminator Loss with R1 penatly