StonyBrook-CVLab/sd-vae-ft-ema-path

[[Paper]](https://arxiv.org/abs/2503.11591) [[Project Page]](https://histodiffusion.github.io/docs/projects/pathae/)

StabilityAI KL-f8-c8 (SD1.5 VAE) autoencoder finetuned on digital histopathology images.

The original autoencoder is taken from StabilityAI.

We fine-tune the decoder on histopathology images using an L1 reconstruction loss, a PatchGAN adversarial loss and a pathology-specific perceptual loss (UNI).