Shilong Yang

Imbalance-aware spectral classification via logit-label adjustment and multi-expert mutual learning.

BACKGROUND The integration of deep learning with molecular vibrational spectroscopy has been widely investigated in domains such as disease diagnosis and food safety. However, existing spectral recognition methods assume a balanced class distribution in the training set, where each class contains an equal number of sam...