Chin-Chia Yang

HSIC Bottleneck for Cross-Generator and Domain-Incremental Synthetic Image Detection

Synthetic image generators evolve rapidly, challenging detectors to generalize across current methods and adapt to new ones. We study domain-incremental synthetic image detection with a two-phase evaluation. Phase I trains on either diffusion- or GAN-based data and tests on the combined group to qua…