├── LICENSE ├── README.md ├── Test_Batch.py ├── Train_Batch_miniImageNet.py ├── Train_Batch_tieredImageNet.py ├── dataset ├── BaseDataSet.py ├── TieredImageNet_prepare_csv.py ├── few_shot_dataloader.py ├── miniImageNet │ ├── test.csv │ ├── train.csv │ └── val.csv └── tieredImageNet │ ├── test.csv │ ├── train.csv │ └── val.csv ├── imgs ├── Flowchart.bmp ├── Results1.png └── Results2.png ├── models ├── network_ADM.py ├── network_KL.py ├── network_KL_CMS.py ├── network_Wass.py └── network_Wass_CMS.py ├── results ├── miniImageNet_DA │ ├── ADM_BatchSize_2_Conv64F_miniImageNet_5Way_5Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── ADM_BatchSize_4_Conv64F_miniImageNet_5Way_1Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── KL_BatchSize_4_Conv64F_miniImageNet_5Way_1Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── KL_BatchSize_4_Conv64F_miniImageNet_5Way_5Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── KL_CMS_BatchSize_4_Conv64F_miniImageNet_5Way_1Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── KL_CMS_BatchSize_4_Conv64F_miniImageNet_5Way_5Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── Wass_BatchSize_4_Conv64F_miniImageNet_5Way_1Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── Wass_BatchSize_4_Conv64F_miniImageNet_5Way_5Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ ├── Wass_CMS_BatchSize_4_Conv64F_miniImageNet_5Way_1Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt │ └── Wass_CMS_BatchSize_4_Conv64F_miniImageNet_5Way_5Shot │ │ ├── Loss.png │ │ ├── Test_resutls.txt │ │ ├── model_best.pth.tar │ │ └── opt_resutls.txt └── tieredImageNet_NoDA │ ├── ADM_BatchSize_2_Conv64F_tieredImageNet_5Way_5Shot │ ├── Loss.png │ ├── Test_resutls.txt │ ├── model_best.pth.tar │ └── opt_resutls.txt │ ├── ADM_BatchSize_4_Conv64F_tieredImageNet_5Way_1Shot │ ├── Loss.png │ ├── Test_resutls.txt │ ├── model_best.pth.tar │ └── opt_resutls.txt │ ├── KL_BatchSize_4_Conv64F_tieredImageNet_5Way_1Shot │ ├── Loss.png │ ├── Test_resutls.txt │ ├── model_best.pth.tar │ └── opt_resutls.txt │ ├── KL_BatchSize_4_Conv64F_tieredImageNet_5Way_5Shot │ ├── Loss.png │ ├── Test_resutls.txt │ ├── model_best.pth.tar │ └── opt_resutls.txt │ ├── KL_CMS_BatchSize_4_Conv64F_tieredImageNet_5Way_1Shot │ ├── Loss.png │ ├── Test_resutls.txt │ ├── model_best.pth.tar │ └── opt_resutls.txt │ ├── KL_CMS_BatchSize_4_Conv64F_tieredImageNet_5Way_5Shot │ ├── Loss.png │ ├── Test_resutls.txt │ ├── model_best.pth.tar │ └── opt_resutls.txt │ ├── Wass_BatchSize_4_Conv64F_tieredImageNet_5Way_1Shot │ ├── Loss.png │ ├── 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