Diverse Information Aggregation with Adaptive Graph Construction and prompts for deepfake detection

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Zhenhua Bai, Qiangchang Wang, Lu Yang, Xinxin Zhang, Yanbo Gao, Yilong Yin

Published: 2025, Last Modified: 05 Nov 2025Image Vis. Comput. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposed a novel method for global information extraction.•Introduced a new strategy to conduct feature fusion.•Achieve state-of-the-art performance on cross-domain testing.