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Shiyang Zhou

3 accepted papers

2026

Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale

ICLR 2026poster

The rapid advancement of video generation models has enabled the creation of highly realistic synthetic media, raising significant societal concerns regarding the spread of misinformation. However, current detection methods suffer from critical limitations. They often rely on preprocessing operation…

Cited by 0SourceScholar
2025

AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing

IJCAI 2025

Traditional point-based image editing methods rely on iterative latent optimization or geometric transformations, which are either inefficient in their processing or fail to capture the semantic relationships within the image. These methods often overlook the powerful yet underutilized image editing

2025

Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing

CVPR 2025poster

Quad Bayer demosaicing is the central challenge for enabling the widespread application of Hybrid Event-based Vision Sensors (HybridEVS). Although existing learning-based methods that leverage long-range dependency modeling have achieved promising results, their complexity severely limits deployment…