├── README.md ├── assets ├── superresolutionfigure.png ├── teaser.png ├── texttoimage.jpg └── unpairedtranslationfigure.png ├── configs ├── autoencoder │ ├── anime_photography_256.yaml │ ├── celeba_celebahq_ffhq_256.yaml │ ├── coco256.yaml │ ├── faces256.yaml │ ├── faces32.yaml │ └── portraits_photography_256.yaml ├── creativity │ ├── anime_photography_256.yaml │ ├── celeba_celebahq_ffhq_256.yaml │ └── portraits_photography_256.yaml └── translation │ ├── faces32-to-faces256.yaml │ ├── sbert-to-ae-coco256.yaml │ ├── sbert-to-bigbigan.yaml │ └── sbert-to-biggan256.yaml ├── data ├── WORDMAP_coco_5_cap_per_img_5_min_word_freq.json ├── animegwerncroptrain.txt ├── animegwerncropvalidation.txt ├── celebahqtrain.txt ├── celebahqvalidation.txt ├── coco_imagenet_overlap_idx.txt ├── examples │ ├── anime │ │ ├── 176890.jpg │ │ ├── 1931960.jpg │ │ ├── 2775531.jpg │ │ ├── 3007790.jpg │ │ ├── 331480.jpg │ │ ├── 348930.jpg │ │ ├── 4460500.jpg │ │ ├── 499130.jpg │ │ ├── 519280.jpg │ │ ├── 656160.jpg │ │ ├── 708030.jpg │ │ ├── 881700.jpg │ │ ├── 903790.jpg │ │ ├── 910920.jpg │ │ └── 949780.jpg │ ├── humanface │ │ ├── 00010.png │ │ ├── 00012.png │ │ ├── 00018.png │ │ ├── 00048.png │ │ ├── 00059.png │ │ ├── 65710.png │ │ ├── 65719.png │ │ ├── 65732.png │ │ ├── 65831.png │ │ ├── 65843.png │ │ ├── 65855.png │ │ ├── 65946.png │ │ ├── 65949.png │ │ ├── 65990.png │ │ ├── 65998.png │ │ ├── 65999.png │ │ ├── 66040.png │ │ ├── 66048.png │ │ ├── 66056.png │ │ ├── 66090.png │ │ ├── 66100.png │ │ ├── 66118.png │ │ └── 66157.png │ └── oilportrait │ │ ├── beethoven.jpeg │ │ ├── descartes.jpeg │ │ ├── fermat.jpg │ │ ├── galileo.jpeg │ │ ├── jeanjaques.jpeg │ │ ├── kant.jpeg │ │ ├── monalisa.jpeg │ │ └── newton.jpeg ├── ffhqtrain.txt ├── ffhqvalidation.txt ├── portraitstrain.txt └── portraitsvalidation.txt ├── env_bigbigan.yaml ├── environment.yaml ├── ml4cad.py ├── net2net ├── __init__.py ├── ckpt_util.py ├── data │ ├── __init__.py │ ├── base.py │ ├── coco.py │ ├── faces.py │ ├── utils.py │ └── zcodes.py ├── models │ ├── __init__.py │ ├── autoencoder.py │ └── flows │ │ ├── __init__.py │ │ ├── flow.py │ │ └── util.py └── modules │ ├── __init__.py │ ├── autoencoder │ ├── __init__.py │ ├── basic.py │ ├── decoder.py │ ├── encoder.py │ ├── loss.py │ └── lpips.py │ ├── captions │ ├── __init__.py │ ├── model.py │ └── models.py │ ├── discriminator │ ├── __init__.py │ └── model.py │ ├── distributions │ ├── __init__.py │ └── distributions.py │ ├── facenet │ ├── __init__.py │ ├── inception_resnet_v1.py │ └── model.py │ ├── flow │ ├── __init__.py │ ├── base.py │ ├── blocks.py │ ├── flatflow.py │ └── loss.py │ ├── gan │ ├── __init__.py │ ├── bigbigan.py │ └── biggan.py │ ├── labels │ ├── __init__.py │ └── model.py │ ├── mlp │ ├── __init__.py │ └── models.py │ ├── sbert │ ├── __init__.py │ └── model.py │ └── util.py ├── setup.py └── translation.py /README.md: -------------------------------------------------------------------------------- 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