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Author

Efstathios Karypidis

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Preprint Oct 2026

Latent-Foresight: End-to-End Learning Predictable Representations for Latent World Models

Predicting the future evolution of a scene is a fundamental capability for world modeling. Recent work has shown that operating in the feature space of Vision Foundation Models (VFMs) yields semantically rich representations that support diverse future scene understanding tasks. However, existing approaches rely on two...

Efstathios Karypidis, Spyros Gidaris, Nikos Komodakis · 0 citations
Review Open access Aug 2026

Deepfakes and Synthetic Media: Generation, Detection, and Governance

It is concluded that effective deepfake governance requires defense in depth integrating forensic detection, verifiable provenance, and institutional accountability.

Alexandros Gazis, Efstathios Karypidis, Kleanthi Santamouri et al. · 1 citation

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