Many thanks for your great work.
I tried to reproduce your exepriment results on TinyImagenet. However, the classification accuracy on the closed set in less than 0.50.
Also, there seems an issue with the Tiny_ImageNet_Filter (the size of outset is 0):

Could you help with it?