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Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive (ICLR 2024)

This model repo contains checkpoints trained on Cityscapes and ADE20K datasets using methods proposed in ALDM. For usage instructions, please refer to our Github.

Model information

ade20k_step9.ckpt and cityscapes_step9.ckpt are pretrained diffusion model weights for inference.

encoder_epoch_50.pth, decoder_epoch_50_20cls.pth and decoder_epoch_50_151cls.pth are segmentation models used for discriminator intialization in training, which are adopted from pretrained UperNet101 here.

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