journal · 2026

Symmetric Image-Text Tuning with Entropy-Guided Fusion for Online Continual Learning in Non-Stationary Visual Streams

Leyuan Wang, Liuyu Xiang, Yujie Wei, Yiwei Ru, Yunlong Wang, Zhaofeng He

IEEE Transactions on Image Processing (TIP)

Online continual learning for visual streams that do not stay stationary, using symmetric image-text tuning and entropy-guided fusion.