├── LEO ├── LICENSE ├── config.py ├── data.py ├── ifsl_configs │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── baseline_config.cpython-36.pyc │ │ └── ifsl_config.cpython-36.pyc │ ├── baseline_config.py │ └── ifsl_config.py ├── model.py ├── model_test.py ├── pretrain │ ├── miniImagenet_baseline_ResNet10_mean.npy │ ├── miniImagenet_feat_wrn_mean.npy │ ├── miniImagenet_sib_wrn_mean.npy │ ├── miniImagenet_simpleshot_ResNet10_mean.npy │ ├── miniImagenet_simpleshotwide_wideres_mean.npy │ ├── norm_miniImagenet_baseline_ResNet10_mean.npy │ ├── norm_miniImagenet_feat_wrn_mean.npy │ ├── norm_miniImagenet_sib_wrn_mean.npy │ ├── norm_miniImagenet_simpleshot_ResNet10_mean.npy │ ├── norm_miniImagenet_simpleshotwide_wideres_mean.npy │ ├── norm_tiered_simpleshot_ResNet10_mean.npy │ ├── norm_tiered_simpleshotwide_wideres_mean.npy │ ├── tiered_simpleshot_ResNet10_mean.npy │ └── tiered_simpleshotwide_wideres_mean.npy ├── readme.md ├── runner.py └── utils.py ├── MAML_MN_FT ├── README.md ├── backbone.py ├── configs.py ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── additional_transforms.cpython-37.pyc │ │ ├── datamgr.cpython-37.pyc │ │ ├── dataset.cpython-37.pyc │ │ └── feature_loader.cpython-37.pyc │ ├── additional_transforms.py │ ├── datamgr.py │ ├── dataset.py │ └── feature_loader.py ├── filelists │ ├── CUB │ │ ├── attributes.txt │ │ ├── base.json │ │ ├── download_CUB.sh │ │ ├── novel.json │ │ ├── val.json │ │ └── write_CUB_filelist.py │ ├── miniImagenet │ │ ├── all.json │ │ ├── base.json │ │ ├── download_miniImagenet.sh │ │ ├── novel.json │ │ ├── test.csv │ │ ├── train.csv │ │ ├── val.csv │ │ ├── val.json │ │ ├── write_cross_filelist.py │ │ └── write_miniImagenet_filelist.py │ └── tiered │ │ └── write_tiered_filelist.py ├── io_utils.py ├── main.py ├── methods │ ├── DMAML.py │ ├── DMatchingNet.py │ ├── MethodTester.py │ ├── NNEDSplitNew.py │ ├── PretrainedModel.py │ ├── VanillaMAML.py │ ├── VanillaMatchingNet.py │ ├── __init__.py │ ├── meta_template.py │ └── meta_toolkits.py ├── models │ ├── FeatWRN.py │ ├── SimpleShotResNet.py │ ├── SimpleShotWideResNet.py │ └── __init__.py ├── pretrain │ ├── miniImagenet_baseline_ResNet10_mean.npy │ ├── miniImagenet_cosine_ResNet10_mean.npy │ ├── miniImagenet_feat_wrn_mean.npy │ ├── miniImagenet_sib_wrn_mean.npy │ ├── miniImagenet_simpleshot_ResNet10_mean.npy │ ├── miniImagenet_simpleshotwide_wideres_mean.npy │ ├── norm_miniImagenet_baseline_ResNet10_mean.npy │ ├── norm_miniImagenet_cosine_ResNet10_mean.npy │ ├── norm_miniImagenet_feat_wrn_mean.npy │ ├── norm_miniImagenet_sib_wrn_mean.npy │ ├── norm_miniImagenet_simpleshot_ResNet10_mean.npy │ ├── norm_miniImagenet_simpleshotwide_wideres_mean.npy │ ├── norm_tiered_simpleshot_ResNet10_mean.npy │ ├── norm_tiered_simpleshotwide_wideres_mean.npy │ ├── tiered_simpleshot_ResNet10_mean.npy │ └── tiered_simpleshotwide_wideres_mean.npy ├── save_features.py ├── tests │ ├── MetaTrain.py │ └── __init__.py └── utils.py ├── MTL ├── README.md ├── configs │ ├── __init__.py │ ├── baseline_config.py │ ├── ifsl_resnet_config.py │ └── ifsl_wrn_config.py ├── dataloader │ ├── __init__.py │ ├── dataset_loader.py │ └── samplers.py ├── main.py ├── models │ ├── IFSL.py │ ├── IFSL_modules.py │ ├── IFSL_pretrain.py │ ├── ResNet10.py │ ├── WRN28.py │ ├── __init__.py │ ├── conv2d_mtl.py │ ├── mtl.py │ └── resnet_mtl.py ├── pretrain │ ├── miniImagenet_baseline_ResNet10_mean.npy │ ├── miniImagenet_feat_wrn_mean.npy │ ├── miniImagenet_sib_wrn_mean.npy │ ├── miniImagenet_simpleshot_ResNet10_mean.npy │ ├── miniImagenet_simpleshotwide_wideres_mean.npy │ ├── norm_miniImagenet_baseline_ResNet10_mean.npy │ ├── norm_miniImagenet_feat_wrn_mean.npy │ ├── norm_miniImagenet_sib_wrn_mean.npy │ ├── norm_miniImagenet_simpleshot_ResNet10_mean.npy │ ├── norm_miniImagenet_simpleshotwide_wideres_mean.npy │ ├── norm_tiered_simpleshot_ResNet10_mean.npy │ ├── norm_tiered_simpleshotwide_wideres_mean.npy │ ├── tiered_simpleshot_ResNet10_mean.npy │ └── tiered_simpleshotwide_wideres_mean.npy ├── run_meta.py ├── run_pre.py ├── run_pre_clfs.py ├── run_test.py ├── setup.cfg ├── trainer │ ├── __init__.py │ ├── meta.py │ └── pre.py └── utils │ ├── __init__.py │ ├── gpu_tools.py │ ├── hacc.py │ └── misc.py ├── SIB ├── PretrainedModel.py ├── algorithm.py ├── backbone.py ├── config │ ├── minires_1_baseline.yaml │ ├── minires_1_ifsl.yaml │ ├── minires_5_baseline.yaml │ ├── minires_5_ifsl.yaml │ ├── miniwrn_1_baseline.yaml │ ├── miniwrn_1_ifsl.yaml │ ├── miniwrn_5_baseline.yaml │ ├── miniwrn_5_ifsl.yaml │ ├── tieredres_1_baseline.yaml │ ├── tieredres_1_ifsl.yaml │ ├── tieredres_5_baseline.yaml │ ├── tieredres_5_ifsl.yaml │ ├── tieredwrn_1_baseline.yaml │ ├── tieredwrn_1_ifsl.yaml │ ├── tieredwrn_5_baseline.yaml │ └── tieredwrn_5_ifsl.yaml ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── additional_transforms.cpython-37.pyc │ │ ├── datamgr.cpython-37.pyc │ │ ├── dataset.cpython-37.pyc │ │ └── feature_loader.cpython-37.pyc │ ├── additional_transforms.py │ ├── datamgr.py │ ├── dataset.py │ ├── download_cifarfs.sh │ ├── download_miniimagenet.sh │ ├── feature_loader.py │ └── get_cifarfs.py ├── dataloader.py ├── dataset.py ├── deconfound │ ├── DSIB.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── DSIB.cpython-37.pyc │ │ ├── __init__.cpython-37.pyc │ │ └── meta_toolkits.cpython-37.pyc │ └── meta_toolkits.py ├── dfsl_configs.py ├── io_utils.py ├── main.py ├── main_feat.py ├── networks.py ├── pretrain │ ├── miniImagenet_baseline_ResNet10_mean.npy │ ├── miniImagenet_sib_wrn_mean.npy │ ├── miniImagenet_simpleshot_ResNet10_mean.npy │ ├── norm_miniImagenet_baseline_ResNet10_mean.npy │ ├── norm_miniImagenet_feat_wrn_mean.npy │ ├── norm_miniImagenet_sib_wrn_mean.npy │ ├── norm_miniImagenet_simpleshot_ResNet10_mean.npy │ ├── norm_miniImagenet_simpleshotwide_wideres_mean.npy │ ├── norm_tiered_simpleshot_ResNet10_mean.npy │ ├── norm_tiered_simpleshotwide_wideres_mean.npy │ ├── tiered_simpleshot_ResNet10_mean.npy │ └── tiered_simpleshotwide_wideres_mean.npy ├── readme.md ├── requirements.txt ├── setup.cfg ├── sib.py ├── simple_shot_models │ ├── Conv4.py │ ├── DenseNet.py │ ├── MobileNet.py │ ├── ProtoNet.py │ ├── ResNet.py │ ├── WideResNet.py │ ├── __init__.py │ └── __pycache__ │ │ ├── Conv4.cpython-37.pyc │ │ ├── DenseNet.cpython-37.pyc │ │ ├── MobileNet.cpython-37.pyc │ │ ├── ResNet.cpython-37.pyc │ │ ├── WideResNet.cpython-37.pyc │ │ └── __init__.cpython-37.pyc └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── config.cpython-37.pyc │ ├── outils.cpython-37.pyc │ └── utils.cpython-37.pyc │ ├── config.py │ ├── outils.py │ └── utils.py ├── ifsl_arxiv.pdf └── readme.md /LEO/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yue-zhongqi/ifsl/HEAD/LEO/LICENSE -------------------------------------------------------------------------------- /LEO/config.py: 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