| [[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](https://huggingface.co/stabilityai/sd-vae-ft-ema). | |
| We fine-tune the decoder on histopathology images using an L1 reconstruction loss, a PatchGAN adversarial loss and a pathology-specific perceptual loss ([UNI](https://huggingface.co/MahmoodLab/UNI)). |