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Hello,
Thank you for your dedication to the research community.
I have a question about obtaining unstable neurons in the context of verification research. Specifically, I noticed that some works mention authors identify unstable neurons using $\alpha\beta$ CROWN. However, I am unsure at which step these neurons are typically obtained.
Please correct me if I am wrong: For instance, is it during incomplete verification using $\alpha$ CROWN through LiRPA? Or during complete verification with $\alpha\beta$ CROWN (and if so, is it before or after the bound optimization process)?
Is there a commonly accepted context or step in the research field where unstable neurons are identified?
Thank you again for your insights
The text was updated successfully, but these errors were encountered:
Hello,
Thank you for your dedication to the research community.
I have a question about obtaining unstable neurons in the context of verification research. Specifically, I noticed that some works mention authors identify unstable neurons using$\alpha\beta$ CROWN. However, I am unsure at which step these neurons are typically obtained.
Please correct me if I am wrong: For instance, is it during incomplete verification using$\alpha$ CROWN through LiRPA? Or during complete verification with $\alpha\beta$ CROWN (and if so, is it before or after the bound optimization process)?
Is there a commonly accepted context or step in the research field where unstable neurons are identified?
Thank you again for your insights
The text was updated successfully, but these errors were encountered: