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cs.CV2026
Efficient Zero-Shot AI-Generated Image Detection
Ryosuke Sonoda, Ramya Srinivasan
The rapid progress of text-to-image models has made AI-generated images increasingly realistic, posing significant challenges for accurate detection of generated content. While tra…
cs.CV2025★ 1 cited
Fair and Interpretable Deepfake Detection in Videos
Akihito Yoshii, Ryosuke Sonoda, Ramya Srinivasan
Existing deepfake detection methods often exhibit bias, lack transparency, and fail to capture temporal information, leading to biased decisions and unreliable results across diffe…