Simone Teglia

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Eval Frameworks & Benchmarks (1)World Models & Planning (1)

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Irene Amerini (1)

Papers (1)

Sep 15, 2026

Affiliation:Sep 15, 2026

Unifying Semantic Priors and High-Frequency Traces: Enhancing V-JEPA with Mixture-of-Experts for Robust Synthetic Image Forensics

This paper hypothesize, and empirically demonstrate, that the intrinsic world understanding of JEPA models can be used as a strong prior for a deepfake detector, and proposes MoE-JEPA, a dual-stream architecture for deepfake detection.

Simone Teglia, Irene Amerini

Architecture Design (Transformers, SSMs, MoE)Eval Frameworks & Benchmarks World Models & Planning

Simone Teglia

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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Simone Teglia

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)