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Author

Jie Gui

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Jul 2026

RAID: Towards Robust AI-Generated Image Detection with Bit-Reversed Images

This work innovatively investigate AI-generated image detection using bit-planes, and introduces the bit-reversed image, and proposes a simple yet effective pipeline consisting of construction of bit-reversed images, gradient-based patch selection and a convolutional classifier.

R. Cheng, Jie Gui, Hong-Song Wang · 1 citation
Jul 2026

Retrieval-Driven Training-Free AI-Generated Video Attribution

This work formulates AI-generated video attribution as an instance retrieval task, and design a generative fingerprint-based pipeline, which achieves strong performance in both AI-generated video detection and attribution.

R. Cheng, Chaolei Han, Jie Gui et al. · 0 citations
Preprint Aug 2026

GenPrior: Unleashing Text-to-Motion Generative Priors for Zero-Shot Skeleton-based Action Recognition

This work proposes GenPrior, the first framework to exploit generative priors from pre-trained Text-to-Motion (T2M) models for ZSAR, and introduces Dispersion-Gated Feature Fusion, which distills kinematic prototypes and intra-class dispersion from generative motion sequences and employs a learned gating network to ada...

Jidong Kuang, Hongsong Wang, Jie Gui · 0 citations

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