├── LICENSE ├── README.md ├── assets └── GT_samples │ ├── DTDB │ ├── clouds │ │ ├── sample1.png │ │ ├── sample10.png │ │ ├── sample2.png │ │ ├── sample3.png │ │ ├── sample4.png │ │ ├── sample5.png │ │ ├── sample6.png │ │ ├── sample7.png │ │ ├── sample8.png │ │ └── sample9.png │ ├── fire │ │ ├── sample1.jpg │ │ ├── sample10.jpg │ │ ├── sample2.jpg │ │ ├── sample3.jpg │ │ ├── sample4.jpg │ │ ├── sample5.jpg │ │ ├── sample6.jpg │ │ ├── sample7.jpg │ │ ├── sample8.jpg │ │ └── sample9.jpg │ ├── vegetation │ │ ├── sample1.jpg │ │ ├── sample10.jpg │ │ ├── sample2.jpg │ │ ├── sample3.jpg │ │ ├── sample4.jpg │ │ ├── sample5.jpg │ │ ├── sample6.jpg │ │ ├── sample7.jpg │ │ ├── sample8.jpg │ │ └── sample9.jpg │ └── waterfall │ │ ├── sample1.jpg │ │ ├── sample10.jpg │ │ ├── sample2.jpg │ │ ├── sample3.jpg │ │ ├── sample4.jpg │ │ ├── sample5.jpg │ │ ├── sample6.jpg │ │ ├── sample7.jpg │ │ ├── sample8.jpg │ │ └── sample9.jpg │ ├── bair │ ├── sample1.png │ ├── sample10.png │ ├── sample2.png │ ├── sample3.png │ ├── sample4.png │ ├── sample5.png │ ├── sample6.png │ ├── sample7.png │ ├── sample8.png │ └── sample9.png │ ├── iPER │ ├── 133.png │ ├── 138.png │ ├── 274.png │ ├── 657.png │ ├── 721.png │ ├── 806.png │ ├── 905.png │ ├── 908.png │ ├── 984.png │ └── 991.png │ └── landscape │ ├── sample1.jpg │ ├── sample10.jpg │ ├── sample11.jpg │ ├── sample12.jpg │ ├── sample2.jpg │ ├── sample3.jpg │ ├── sample4.jpg │ ├── sample5.jpg │ ├── sample6.jpg │ ├── sample7.jpg │ ├── sample8.jpg │ ├── sample9.jpg │ └── transfer │ ├── sample1 │ ├── frame105.jpg │ ├── frame106.jpg │ ├── frame107.jpg │ ├── frame108.jpg │ ├── frame109.jpg │ ├── frame110.jpg │ ├── frame111.jpg │ ├── frame112.jpg │ ├── frame113.jpg │ ├── frame114.jpg │ ├── frame115.jpg │ ├── frame116.jpg │ ├── frame117.jpg │ ├── frame118.jpg │ ├── frame119.jpg │ ├── frame120.jpg │ ├── frame121.jpg │ ├── frame122.jpg │ ├── frame123.jpg │ ├── frame124.jpg │ ├── frame125.jpg │ ├── frame126.jpg │ ├── frame127.jpg │ ├── frame128.jpg │ ├── frame129.jpg │ ├── frame130.jpg │ ├── frame131.jpg │ ├── frame132.jpg │ ├── frame133.jpg │ ├── frame134.jpg │ ├── frame135.jpg │ ├── frame136.jpg │ └── frame137.jpg │ ├── sample10 │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame40.jpg │ ├── frame41.jpg │ ├── frame42.jpg │ ├── frame43.jpg │ ├── frame44.jpg │ ├── frame45.jpg │ ├── frame46.jpg │ ├── frame47.jpg │ └── frame48.jpg │ ├── sample11 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame40.jpg │ ├── frame41.jpg │ └── frame42.jpg │ ├── sample12 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame40.jpg │ ├── frame41.jpg │ └── frame42.jpg │ ├── sample2 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame40.jpg │ ├── frame41.jpg │ ├── frame42.jpg │ └── frame43.jpg │ ├── sample3 │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame40.jpg │ ├── frame41.jpg │ ├── frame42.jpg │ ├── frame43.jpg │ └── frame44.jpg │ ├── sample4 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame3.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame4.jpg │ ├── frame5.jpg │ ├── frame6.jpg │ ├── frame7.jpg │ ├── frame8.jpg │ └── frame9.jpg │ ├── sample5 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame7.jpg │ ├── frame8.jpg │ └── frame9.jpg │ ├── sample6 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame4.jpg │ ├── frame5.jpg │ ├── frame6.jpg │ ├── frame7.jpg │ ├── frame8.jpg │ └── frame9.jpg │ ├── sample7 │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame40.jpg │ ├── frame41.jpg │ ├── frame42.jpg │ ├── frame43.jpg │ ├── frame44.jpg │ ├── frame45.jpg │ ├── frame46.jpg │ ├── frame47.jpg │ ├── frame48.jpg │ ├── frame49.jpg │ ├── frame50.jpg │ ├── frame51.jpg │ ├── frame52.jpg │ ├── frame53.jpg │ ├── frame54.jpg │ ├── frame55.jpg │ ├── frame56.jpg │ ├── frame57.jpg │ └── frame58.jpg │ ├── sample8 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame40.jpg │ ├── frame41.jpg │ └── frame42.jpg │ └── sample9 │ ├── frame10.jpg │ ├── frame11.jpg │ ├── frame12.jpg │ ├── frame13.jpg │ ├── frame14.jpg │ ├── frame15.jpg │ ├── frame16.jpg │ ├── frame17.jpg │ ├── frame18.jpg │ ├── frame19.jpg │ ├── frame20.jpg │ ├── frame21.jpg │ ├── frame22.jpg │ ├── frame23.jpg │ ├── frame24.jpg │ ├── frame25.jpg │ ├── frame26.jpg │ ├── frame27.jpg │ ├── frame28.jpg │ ├── frame29.jpg │ ├── frame30.jpg │ ├── frame31.jpg │ ├── frame32.jpg │ ├── frame33.jpg │ ├── frame34.jpg │ ├── frame35.jpg │ ├── frame36.jpg │ ├── frame37.jpg │ ├── frame38.jpg │ ├── frame39.jpg │ ├── frame7.jpg │ ├── frame8.jpg │ └── frame9.jpg ├── data ├── __init__.py ├── augmentation.py ├── bair │ ├── __init__.py │ ├── convert_bair.py │ └── download_bair.sh ├── dataloader_DTDB.py ├── dataloader_bair.py ├── dataloader_bair_endpoint.py ├── dataloader_iPER.py ├── dataloader_landscape.py ├── get_dataloder.py ├── iPER │ ├── __init__.py │ ├── extract_iPER.py │ ├── test.txt │ ├── train.txt │ └── val.txt └── landscape │ ├── __init__.py │ ├── eval.txt │ ├── rename_images.py │ ├── test.txt │ └── train.txt ├── environment.yaml ├── eval_diversity.py ├── eval_synthesis_quality.py ├── generate_samples.py ├── generate_transfer.py ├── get_model.py ├── metrics ├── DTFVD │ ├── DTFVD_Score.py │ ├── ID3.py │ ├── ID3_32.py │ └── __init__.py ├── Diversity │ ├── I3D.py │ ├── VGG.py │ └── __init__.py ├── FID │ ├── FID_Score.py │ ├── __init__.py │ └── inception.py ├── FVD │ ├── FVD.py │ ├── __init__.py │ └── evaluate_FVD.py ├── PyTorch_FVD │ ├── FVD_logging.py │ ├── I3D.py │ └── __init__.py └── __init__.py ├── stage1_VAE ├── __init__.py ├── configs │ ├── DTDB_clouds_config.yaml │ ├── DTDB_fire_config.yaml │ ├── DTDB_vegetation_config.yaml │ ├── DTDB_waterfall_config.yaml │ ├── bair_config.yaml │ ├── iPER_config.yaml │ └── landscape_config.yaml ├── main.py └── modules │ ├── __init__.py │ ├── decoder.py │ ├── loss.py │ ├── normalization_layer.py │ ├── patch_disc.py │ └── resnet3D.py ├── stage2_cINN ├── AE │ ├── __init__.py │ ├── configs │ │ ├── DTDB_clouds_config.yaml │ │ ├── DTDB_fire_config.yaml │ │ ├── DTDB_vegetation_config.yaml │ │ ├── DTDB_waterfall_config.yaml │ │ ├── bair_config.yaml │ │ ├── iPER_config.yaml │ │ └── landscape_config.yaml │ ├── main.py │ └── modules │ │ ├── AE.py │ │ ├── LPIPS.py │ │ ├── __init__.py │ │ ├── ckpt_util.py │ │ ├── distributions.py │ │ ├── generator.py │ │ ├── loss.py │ │ ├── util.py │ │ └── vgg16.py ├── __init__.py ├── configs │ ├── DTDB_clouds_config.yaml │ ├── DTDB_fire_config.yaml │ ├── DTDB_vegetation_config.yaml │ ├── DTDB_waterfall_config.yaml │ ├── bair_config.yaml │ ├── iPER_config.yaml │ └── landscape_config.yaml ├── main.py └── modules │ ├── INN.py │ ├── __init__.py │ ├── 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