├── .gitignore ├── LICENSE.md ├── RAR ├── __init__.py ├── maskgit.py ├── modules │ ├── __init__.py │ ├── base_model.py │ ├── blocks.py │ ├── discriminator.py │ ├── ema_model.py │ ├── losses.py │ ├── lpips.py │ ├── maskgit_vqgan.py │ └── perceptual_loss.py ├── quantizer │ ├── __init__.py │ └── quantizer.py └── rar.py ├── README.md ├── RobustTok-README.md ├── assets ├── data.png ├── quantizer.png ├── robust-teaser.png ├── robust-vis.png ├── robusttok.png ├── table.png ├── teaser.png ├── token-vis.png ├── visualization.png └── xqgan.png ├── configs ├── MSBR10P2-16384.yaml ├── MSBR10P2-4096.yaml ├── MSVR10P2-16384.yaml ├── MSVR10P2-4096.yaml ├── MSVR10P2-8192.yaml ├── RobustTok.yaml ├── VP2-16384.yaml ├── VP2-4096.yaml ├── VQ-4096.yaml ├── VQ-8192.yaml └── generator │ └── robustTok-rar.yaml ├── data ├── __init__.py ├── convert_imagenet_to_wds.py └── webdataset_reader.py ├── dataset ├── augmentation.py ├── build.py ├── coco.py ├── imagenet.py ├── openimage.py ├── pexels.py └── t2i.py ├── datasets ├── __init__.py ├── build.py ├── folder_dataset.py ├── list_dataset.py ├── normalize.py └── prefetcher.py ├── demo_util.py ├── dist.py ├── environment.yml ├── evaluator.py ├── imagenet_classes.py ├── inference.py ├── models ├── __init__.py ├── basic_vae.py ├── basic_var.py ├── helpers.py ├── quant.py ├── var.py └── vqvae.py ├── sample_imagenet_rar.py ├── scripts ├── pretokenization.py └── train_rar.py ├── tokenizer ├── tokenizer_image │ ├── cliploss.py │ ├── diffaug.py │ ├── dino_enc │ │ ├── __init__.py │ │ ├── dinov2.py │ │ ├── to_pixel.py │ │ └── vision_transformer.py │ ├── discriminator.py │ ├── discriminator_dino.py │ ├── discriminator_patchgan.py │ ├── discriminator_stylegan.py │ ├── dist.py │ ├── latent_perturbation.py │ ├── linear_probing.py │ ├── lookup_free_quantize.py │ ├── lpips.py │ ├── quant.py │ ├── vq_loss.py │ ├── vq_model.py │ ├── xqgan_model.py │ └── xqgan_train.py └── vqgan │ ├── README.md │ ├── cliploss.py │ ├── configs │ ├── vqgan_imagenet_f16_1024.yaml │ ├── vqgan_imagenet_f16_16384.yaml │ ├── vqgan_openimage_f8_16384.yaml │ └── vqgan_openimage_f8_256.yaml │ ├── layer.py │ ├── model.py │ ├── quantize.py │ ├── reconstruction_vqgan_ddp.py │ └── taming_vqgan_demo.py ├── train.py ├── trainer.py └── utils ├── amp_sc.py ├── arg_util.py ├── data.py ├── data_sampler.py ├── distributed.py ├── ema.py ├── logger.py ├── lr_control.py ├── lr_schedulers.py ├── misc.py ├── train_utils.py └── viz_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lxa9867/ImageFolder/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lxa9867/ImageFolder/HEAD/LICENSE.md -------------------------------------------------------------------------------- /RAR/__init__.py: 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