Javier Muñoz-Haro

Forensic Twins: Self-Supervised Residual Learning for AI-Generated Image Forensics

Detectors of AI-generated images are typically trained using samples from all Generative AI architectures they must catch, and struggle as soon as a new architecture emerges. Recent approaches have explored self-supervised pre-training as an alternative solution, yet standard frameworks work against the forensic task,...