Xiaolong Li

Beyond Causal Models: Multi-Scale Linear Local Attention for AI-Generated Image Detection

AI-generated content (AIGC) has become increasingly difficult to distinguish from real images, creating new challenges for media authentication. Existing detectors often rely on either convolutional networks, which focus on local patterns but lack global reasoning, or Transformers, which capture long-range context but...