works on
catastrophic forgetting 1continual learning 1decision boundary drift 1generative model detection 1image forensics 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

DECODE: Tackling Representation and Decision Degradation in Continual AI-Generated Image Detection

Zihao Cai, Xinghan Li, Ruiyan Yang +3

The paper introduces DECODE, a framework that addresses both representation and decision-level forgetting in continual learning for AI-generated image detection, using subspace div…