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cs.CV2026
Detecting AI-Generated Videos with Spiking Neural Networks
Minsuk Jang, Yujin Yang, Heeseon Kim +4
Modern AI-generated videos are photorealistic at the single-frame level, leaving inter-frame dynamics as the main remaining axis for detection. Existing detectors typically handle…
cs.CV2026
Detecting AI-Generated Images via Contextual Anomaly Estimation in Masked AutoEncoders
Minsuk Jang, Hyunseo Jeong, Minseok Son +1
Context-based detection methods such as DetectGPT achieve strong generalization in identifying AI-generated text by evaluating content compatibility with a model's learned distribu…