Table 1.

Convention of the notations in the proposed method

NotationMeaning
xiOriginal sample vector
tw(·)Weak augmentation function
ts(·)Strong augmentation function
XanchAnchor sample matrix or batch
XclsClass sample matrix or batch
ZclsClass representation matrix or batch
y˜iSelf-supervised instance label vector
BBatch size

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