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A re-implementation of "Prototypical Networks for Few-shot Learning"

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According to the paper, using 5-way 5-shot to train and 5-way 5-shot to test, the accuracy should be ~65.77%, but I can only get ~43.79%. I don't know why, could...

Dataset could not be downloaded. It needs permission.

Since we use episodes and in each and every episodes different no of classes are involved. Can you help me to find confusion matrix. As with confusion matrix we can...

label = torch.arange(args.train_way).repeat(args.query) why labels is not from train_loader? It wont affect accuracy?

Dataset needs permission to download, is that right?

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