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cs.CV2026
SAMP: Self-Adaptive Margin Prioritization For Robust Diffusion Watermarking
Yuhao Xue, Jiuan Zhou, Yu Cheng +1
Diffusion models have made high-fidelity visual generation widely accessible, while also lowering the barrier to producing convincing visual forgeries and complicating content prov…
cs.CV2025
SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning
Yongkang Hu, Yu Cheng, Yushuo Zhang +2
The widespread misuse of image generation technologies has raised security concerns, driving the development of AI-generated image detection methods. However, generalization has be…