most citedUMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization

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cs.CV2025

DEAL-300K: Diffusion-based Editing Area Localization with a 300K-Scale Dataset and Frequency-Prompted Baseline

Rui Zhang, Hongxia Wang, Hangqing Liu +2

Diffusion-based image editing has made semantic level image manipulation easy for general users, but it also enables realistic local forgeries that are hard to localize. Existing b…