├── Illustration.png ├── README.md ├── configs ├── train_mask_var_ImageNetC_d12.yaml ├── train_mask_var_ImageNetC_d20.yaml ├── train_mask_var_ImageNetC_d24.yaml ├── train_mask_var_ImageNetC_d30.yaml ├── train_mask_var_ImageNetS_d12.yaml ├── train_mask_var_ImageNetS_local.yaml ├── train_mask_var_SA1B_hpu.yaml └── train_var_ImageNet_local.yaml ├── datasets ├── __init__.py ├── build.py ├── coco.py ├── color_map.py ├── custom_transform.py ├── entityS.py ├── imagenetC.py ├── imagenetM.py ├── imagenetS.py ├── mask_color.py ├── sa1b.py ├── transforms_image.py └── utils.py ├── dist.py ├── infer_vae.py ├── losses ├── __init__.py ├── dice.py ├── discriminator.py ├── lpips.py ├── segmentation.py ├── util.py └── vqperceptual.py ├── models ├── .DS_Store ├── __init__.py ├── basic_var.py ├── class_embedder.py ├── control_var.py ├── helpers.py ├── quant.py ├── utils.py ├── vae_modules.py ├── var.py ├── vpa_modules.py ├── vqvae.py └── vqvae_mask.py ├── requirements.txt ├── train.py ├── train_control_var.py ├── train_control_var_hpu.py ├── train_var.py ├── train_var_hpu.py ├── train_vqvae.py ├── train_vqvae_hpu.py └── utils ├── __init__.py ├── lr_control.py ├── misc.py └── wandb.py /Illustration.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lxa9867/ControlVAR/HEAD/Illustration.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lxa9867/ControlVAR/HEAD/README.md -------------------------------------------------------------------------------- /configs/train_mask_var_ImageNetC_d12.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lxa9867/ControlVAR/HEAD/configs/train_mask_var_ImageNetC_d12.yaml 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