Aug 2026
ProCAMMix: Progressive class activation map guided mixing augmentation with semantic label correction for image classification
ProCAMMix accumulates stable per-class attention representations through an exponential moving average (EMA) buffer and introduces a progressive annealing schedule that interpolates from standard CutMix behaviour in early training epochs to fully CAM-guided mixing in later epochs—when CAMs are discriminative.
Rohul Amin, Qazi Masrafi Rahman, Md. Mehedi Rahman Rana et al.
· Machine Learning for Computa... · 0 citations