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Ditch superficial artifact classification: a new framework leverages forensic reasoning and reinforcement learning to dramatically improve generalization in multimodal manipulation detection.
Ditch the heavy 3D encoders: Fase3D uses Fourier transforms to build a surprisingly efficient and scalable 3D large multimodal model directly from point clouds.