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Miaomiao Zhang

2 papers indexed

arxivcs.CV2026-07-23

WhereEdit: Mask-aware Local Latent Editing for One-Step Image Editing

Ming Hu, Mingyu Dou, Jianfu Yin, Miaomiao Zhang, Cong Hu, Yao Wang, et al.

Recent one-step text-to-image (T2I) models enable efficient image synthesis and provide new opportunities for real-time image editing. However, existing one-step editing methods primarily rely on text conditioning for semantic transformation, lacking explicit spatial control over…

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arxivcs.CV2026-07-08

Learning to Unify Deformable Shape and Texture Representations for Cardiac Video Classification

Tonmoy Hossain, Miaomiao Zhang

Deformable shape representations have proven to be robust complements to texture features in cardiac image classification, offering geometric priors that are invariant to imaging artifacts and intensity variations. However, existing deep networks perform simple concatenation to c…

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