├── .gitignore ├── .style.yapf ├── LICENSE ├── Makefile ├── README.md ├── configs ├── ablation │ ├── mini-imagenet-resnet-snail-lr-attn-bptt-eval-200.prototxt │ ├── mini-imagenet-resnet-snail-lr-attn-s1-bptt-20.prototxt │ ├── mini-imagenet-resnet-snail-lr-attn-s1-bptt-50.prototxt │ ├── mini-imagenet-resnet-snail-lr-none-s1.prototxt │ ├── mini-imagenet-resnet-snail-lr-none-s5.prototxt │ ├── mini-imagenet-resnet-snail-lr-static-s1.prototxt │ ├── mini-imagenet-resnet-snail-lr-static-s5.prototxt │ ├── mini-imagenet-resnet-snail-mlp-none-s1.prototxt │ ├── mini-imagenet-resnet-snail-mlp-none-s5.prototxt │ ├── mini-imagenet-resnet-snail-mlp-static-s1.prototxt │ ├── mini-imagenet-resnet-snail-mlp-static-s5.prototxt │ ├── tiered-imagenet-resnet-18-lr-none-s1.prototxt │ ├── tiered-imagenet-resnet-18-lr-none-s5.prototxt │ ├── tiered-imagenet-resnet-18-lr-static-s1.prototxt │ ├── tiered-imagenet-resnet-18-lr-static-s5.prototxt │ ├── tiered-imagenet-resnet-18-mlp-none-s1.prototxt │ ├── tiered-imagenet-resnet-18-mlp-none-s5.prototxt │ ├── tiered-imagenet-resnet-18-mlp-static-s1.prototxt │ └── tiered-imagenet-resnet-18-mlp-static-s5.prototxt ├── attractor │ ├── mini-imagenet-resnet-snail-lr-attn-s1.prototxt │ ├── mini-imagenet-resnet-snail-lr-attn-s5.prototxt │ ├── mini-imagenet-resnet-snail-mlp-attn-s1.prototxt │ ├── mini-imagenet-resnet-snail-mlp-attn-s5.prototxt │ ├── tiered-imagenet-resnet-18-lr-attn-s1.prototxt │ ├── tiered-imagenet-resnet-18-lr-attn-s5.prototxt │ ├── tiered-imagenet-resnet-18-mlp-attn-s1.prototxt │ └── tiered-imagenet-resnet-18-mlp-attn-s5.prototxt ├── imprint │ ├── mini-imagenet-resnet-snail-cos-imprint.prototxt │ └── tiered-imagenet-resnet-18-cos-imprint.prototxt ├── lwof │ ├── mini-imagenet-resnet-snail-lwof.prototxt │ └── tiered-imagenet-resnet-18-lwof.prototxt ├── pretrain │ ├── mini-imagenet-resnet-snail-cos.prototxt │ ├── mini-imagenet-resnet-snail.prototxt │ ├── tiered-imagenet-resnet-18-cos.prototxt │ └── tiered-imagenet-resnet-18.prototxt └── protonet │ └── tiered-imagenet-resnet-18-protonet.prototxt ├── fewshot ├── __init__.py ├── configs │ ├── __init__.py │ ├── cnn_config.proto │ ├── cnn_config_pb2.py │ ├── config_factory.py │ ├── experiment_config.proto │ ├── optimizer_config.proto │ ├── protonet_config.proto │ ├── resnet_config.proto │ ├── train_config.proto │ └── transfer_config.proto ├── data │ ├── __init__.py │ ├── batch_iter.py │ ├── compress_tiered_imagenet.py │ ├── concurrent_batch_iter.py │ ├── data_factory.py │ ├── episode.py │ ├── mini_imagenet.py │ ├── mini_imagenet_split │ │ ├── Ravi │ │ │ ├── test.csv │ │ │ ├── train.csv │ │ │ ├── train_a.csv │ │ │ ├── train_b.csv │ │ │ └── val.csv │ │ └── Vinyals │ │ │ ├── test.csv │ │ │ ├── train.csv │ │ │ ├── trainval.csv │ │ │ └── val.csv │ ├── refinement_dataset.py │ ├── tiered_imagenet.py │ └── tiered_imagenet_split │ │ ├── old_test.csv │ │ ├── old_train.csv │ │ ├── shuffle_map.txt │ │ ├── test.csv │ │ ├── train.csv │ │ ├── train_a.csv │ │ ├── train_a_phase_test.csv │ │ ├── train_a_phase_train.csv │ │ ├── train_a_phase_val.csv │ │ ├── train_aa.csv │ │ ├── train_b.csv │ │ ├── train_bb.csv │ │ ├── train_img_a.csv │ │ ├── train_img_b.csv │ │ ├── train_phase_test.csv │ │ ├── train_phase_train.csv │ │ ├── train_phase_val.csv │ │ ├── trainval.csv │ │ ├── val.csv │ │ └── words.txt ├── models │ ├── __init__.py │ ├── attractor_model.py │ ├── attractor_model_base.py │ ├── attractor_model_bptt.py │ ├── attractors │ │ ├── __init__.py │ │ ├── attractor.py │ │ ├── none_attr.py │ │ ├── proto_attn_attr.py │ │ ├── proto_attn_attr_resmlp.py │ │ ├── static_attr.py │ │ └── static_attr_resmlp.py │ ├── backbone.py │ ├── basic_backbone.py │ ├── fc_backbone.py │ ├── imprint_model.py │ ├── kmeans_utils.py │ ├── model_factory.py │ ├── multi_task_model.py │ ├── nnlib.py │ ├── rbp.py │ ├── resnet_backbone.py │ └── resnet_base.py └── utils │ ├── __init__.py │ ├── checkpoint.py │ ├── debug.py │ ├── experiment_logger.py │ └── logger.py 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