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Yiming Zhong

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Preprint Aug 2026

KeyID: Decoupled Drafting and Keyframe Editing for Identity-Preserving Video Generation

KeyID is a training-free IPVG framework that decouples the synthesis of video dynamics from the injection of identity, and is validated by automatic and human evaluations on the official challenge benchmark, securing the runner-up position in the Track 2 of the ACM Multimedia 2026 IPVG Grand Challenge.

Jian-Jie Luo, Yiming Zhong, Hao Shen et al. · 0 citations
Conference Aug 2026

Boosting defocus deblurring via learning from all-in-focus images

Defocus deblurring is a challenging task due to spatially varying blur and limited aligned training data. Existing datasets suffer from insufficient scene diversity and misalignment between defocused and all-in-focus images, restricting network performance. Additionally, single-stage autoencoders often fall into local...

Yiming Zhong, Ji-Feng Chen · 0 citations

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