ZhenZHAO / AD-MT

[ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
https://arxiv.org/abs/2311.17325
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One concern about paper detail #2

Closed CannotBeFatAnyMore closed 8 months ago

CannotBeFatAnyMore commented 9 months ago

Dear Zhen Zhao, Thanks again for your briliant thought about ensemble idea for dual temporal teacher architeture, it's a delicate and fancy idea.There's one point that I still concern is description in abstract:"The RPA schedules the alternating diverse updating process with complementary data batches, distinct data augmentation, and random switching periods to encourage diverse reasoning from different teaching perectives." I will be grateful if you can show your opinion about this statement! Thanks!

CannotBeFatAnyMore commented 9 months ago

To be specifically, I don’t know complementary data batches refer to what

ZhenZHAO commented 8 months ago

I thought the statement can be clear. RPA is used to obtain two different teacher, but how? use these metioned techniques,