├── .gitattributes ├── .gitignore ├── 3rd-party-licenses.txt ├── LICENSE ├── README.md ├── cfg ├── evaluation │ ├── ANP_ShapeNet1D.yaml │ ├── ANP_ShapeNet3D.yaml │ ├── CNP_FCL_max_Distractor.yaml │ ├── CNP_max_Distractor.yaml │ ├── eval_and_plot │ │ ├── ANP_ShapeNet1D.yaml │ │ ├── ANP_ShapeNet3D.yaml │ │ └── CNP_max_Distractor.yaml │ └── eval_one_task │ │ ├── ANP_ShapeNet1D.yaml │ │ └── CNP_max_Distractor.yaml ├── refinement │ ├── Refine_DA_Distractor.yaml │ └── Refine_DA_ShapeNet1D.yaml └── train │ ├── ANPMR_DA+TA_ShapeNet1D.yaml │ ├── ANPMR_Pascal1D.yaml │ ├── ANPMR_ShapeNet1D.yaml │ ├── ANPMR_ShapeNet3D.yaml │ ├── ANP_DA+TA_Distractor.yaml │ ├── ANP_DA+TA_Pascal1D.yaml │ ├── ANP_DA+TA_ShapeNet1D.yaml │ ├── ANP_DA+TA_ShapeNet3D.yaml │ ├── ANP_DA_Distractor.yaml │ ├── ANP_DA_Pascal1D.yaml │ ├── ANP_DA_ShapeNet1D.yaml │ ├── ANP_DA_ShapeNet3D.yaml │ ├── ANP_DA_wDR_ShapeNet3D.yaml │ ├── ANP_Distractor.yaml │ ├── ANP_NOAUG_ShapeNet3D.yaml │ ├── ANP_Pascal1D.yaml │ ├── ANP_ShapeNet1D.yaml │ ├── ANP_ShapeNet3D.yaml │ ├── ANP_TA_AZI_ShapeNet3D.yaml │ ├── ANP_TA_Distractor.yaml │ ├── ANP_middle_DA+TA_ShapeNet1D.yaml │ ├── ANP_small_DA+TA_ShapeNet1D.yaml │ ├── CNPMR_DA+TA_ShapeNet1D.yaml │ ├── CNPMR_Pascal1D.yaml │ ├── CNPMR_ShapeNet1D.yaml │ ├── CNP_DA+TA_Pascal1D.yaml │ ├── CNP_DA+TA_ShapeNet1D.yaml │ ├── CNP_ShapeNet1D.yaml │ ├── CNP_ShapeNet3D.yaml │ ├── CNP_baco_DA+TA_Distractor.yaml │ ├── CNP_max_DA+TA_Distractor.yaml │ ├── CNP_max_Distractor.yaml │ ├── CNP_mean_DA+TA_Distractor.yaml │ ├── CNP_middle_DA+TA_ShapeNet1D.yaml │ ├── CNP_small_DA+TA_ShapeNet1D.yaml │ ├── MAMLMR_DA+TA_ShapeNet1D.yaml │ ├── MAMLMR_Pascal1D.yaml │ ├── MAMLMR_ShapeNet1D.yaml │ ├── MAML_DA+TA_Pascal1D.yaml │ ├── MAML_DA_ShapeNet1D.yaml │ ├── MAML_Pascal1D.yaml │ ├── MMAML_ShapeNet1D_DA+TA.yaml │ ├── SingleTask_DA+TA_Distractor.yaml │ ├── SingleTask_DA+TA_ShapeNet1D.yaml │ ├── SingleTask_DA+TA_ShapeNet3D.yaml │ └── contrastive │ ├── FCLANP_DA+TA_ShapeNet3D.yaml │ ├── FCLCNP_DA+TA_ShapeNet1D.yaml │ └── FCLCNP_contrastive_max_DA_Distractor.yaml ├── configs └── config.py ├── data ├── .keep ├── ShapeNet1D.tar.xz ├── ShapeNet3D_azi180ele30.tar.xz ├── bg_images.npy ├── distractor.tar.xz └── models.tar.xz ├── dataset ├── __init__.py ├── basedata.py ├── normalize_label.py ├── pascal_1d.py ├── shapenet_1d.py ├── shapenet_3d.py └── shapenet_distractor.py ├── eval_one_task.py ├── evaluate_and_plot_distractor.py ├── evaluate_and_plot_shapenet1d.py ├── evaluate_and_plot_shapenet3d.py ├── evaluation.py ├── evaluator ├── base_evaluator.py └── model_evaluator.py ├── networks ├── ANP.py ├── ANPDistractor.py ├── ANPMR.py ├── ANPMRShapeNet1D.py ├── ANPMRShapeNet3D.py ├── ANPShapeNet1D.py ├── ANPVanillaPascal1D.py ├── CNPDistractor.py ├── CNPMR.py ├── CNPMRShapeNet1D.py ├── CNPShapeNet1D.py ├── CNPVanillaPascal1D.py ├── CondNeuralProcess.py ├── FCLANP.py ├── FCLCNPDistractor.py ├── FCLCNPShapeNet1D.py ├── MAMLMR.py ├── MAMLMRShapeNet1D.py ├── MAMLShapeNet1D.py ├── MMAMLShapeNet1D.py ├── ResNet.py ├── SingleTaskDistractor.py ├── SingleTaskShapeNet1D.py ├── SingleTaskShapeNet3D.py ├── VanillaMAML.py ├── __init__.py ├── bbb │ ├── BBBConv.py │ ├── BBBLinear.py │ ├── __init__.py │ └── misc.py ├── conv_embedding_model.py ├── fast_attention.py ├── gated_conv_net.py ├── maml_model.py └── models.py ├── refinement.py ├── requirements.txt ├── train.py ├── trainer ├── base_trainer.py ├── losses.py ├── maml_trainer.py ├── meta_learner_reg.py ├── mmaml_trainer.py └── model_trainer.py └── utils ├── __init__.py ├── algebra.py ├── augment.py ├── get_logger.py ├── save_config.py └── utils.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/boschresearch/what-matters-for-meta-learning/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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