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Question about the parameter β

Open seekFire opened this issue 3 years ago • 1 comments

Thank U for your excellent work! I have read your paper and modified some code in this repo so as to train models using my own dataset. You know the parameter β represents the ratio of high-importance group in total data. So I just wonder if I don't know how much low-importance sample in my dataset in advance, should I set β with multiple values and test it one by one, or set β as a learnable parameter like δ1 ?

seekFire avatar Feb 24 '22 09:02 seekFire

maybe setting the \beta with multiple ones looks interesting. You can have a try. I believe the more fine-grained divide the batch can lead the further improvement of SCN.

kaiwang960112 avatar Mar 04 '22 16:03 kaiwang960112