├── .gitignore ├── CITATION.cff ├── LICENSE ├── Pointnet_Pointnet2_pytorch ├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── data_utils │ ├── ModelNetDataLoader.py │ ├── S3DISDataLoader.py │ ├── ShapeNetDataLoader.py │ ├── collect_indoor3d_data.py │ ├── indoor3d_util.py │ └── meta │ │ ├── anno_paths.txt │ │ └── class_names.txt ├── log │ └── classification │ │ └── pointnet2_ssg_wo_normals │ │ ├── checkpoints │ │ └── best_model.pth │ │ ├── eval.txt │ │ ├── logs │ │ └── pointnet2_cls_ssg.txt │ │ ├── pointnet2_cls_ssg.py │ │ └── pointnet2_utils.py ├── models │ ├── pointnet2_cls_msg.py │ ├── pointnet2_cls_ssg.py │ ├── pointnet2_part_seg_msg.py │ ├── pointnet2_part_seg_ssg.py │ ├── pointnet2_sem_seg.py │ ├── pointnet2_sem_seg_msg.py │ ├── pointnet2_utils.py │ ├── pointnet_cls.py │ ├── pointnet_part_seg.py │ ├── pointnet_sem_seg.py │ └── pointnet_utils.py ├── provider.py ├── test_classification.py ├── test_partseg.py ├── test_semseg.py ├── train_classification.py ├── train_partseg.py ├── train_semseg.py └── visualizer │ ├── build.sh │ ├── eulerangles.py │ ├── pc_utils.py │ ├── plyfile.py │ ├── render_balls_so.cpp │ └── show3d_balls.py ├── README.md ├── augment.py ├── configs ├── diffusion_configs │ ├── train_4d_animals.yaml │ ├── train_car.yaml │ ├── train_chair.yaml │ └── train_plane.yaml └── overfitting_configs │ └── overfit_plane.yaml ├── data ├── 02691156 │ ├── test_split.lst │ ├── train_split.lst │ └── val_split.lst ├── car_problematic_shapes.txt ├── chair_problematic_shapes.txt └── plane_problematic_shapes.txt ├── dataset.py ├── diffusion ├── gaussian_diffusion.py ├── losses.py └── nn.py ├── embedder.py ├── evaluation_metrics_3d.py ├── hd_utils.py ├── hyperdiffusion.py ├── hyperdiffusion_env.yaml ├── ldm ├── LICENSE ├── README.md ├── data │ ├── DejaVuSans.ttf │ ├── example_conditioning │ │ └── text_conditional │ │ │ └── sample_0.txt │ ├── imagenet_clsidx_to_label.txt │ ├── imagenet_train_hr_indices.p │ └── imagenet_val_hr_indices.p ├── ldm │ ├── data │ │ ├── __init__.py │ │ ├── base.py │ │ ├── imagenet.py │ │ └── lsun.py │ ├── lr_scheduler.py │ ├── models │ │ ├── autoencoder.py │ │ └── diffusion │ │ │ ├── __init__.py │ │ │ ├── classifier.py │ │ │ ├── ddim.py │ │ │ ├── ddpm.py │ │ │ └── plms.py │ ├── modules │ │ ├── attention.py │ │ ├── diffusionmodules │ │ │ ├── __init__.py │ │ │ ├── model.py │ │ │ ├── openaimodel.py │ │ │ └── util.py │ │ ├── distributions │ │ │ ├── __init__.py │ │ │ └── distributions.py │ │ ├── ema.py │ │ ├── encoders │ │ │ ├── __init__.py │ │ │ └── modules.py │ │ ├── image_degradation │ │ │ ├── __init__.py │ │ │ ├── bsrgan.py │ │ │ ├── bsrgan_light.py │ │ │ └── utils_image.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── contperceptual.py │ │ │ └── vqperceptual.py │ │ └── x_transformer.py │ └── util.py ├── main.py ├── notebook_helpers.py └── setup.py ├── main.py ├── mlp_models.py ├── mlp_weights └── README.md ├── siren ├── .gitignore ├── LICENSE ├── README.md ├── dataio.py ├── diff_operators.py ├── 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