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Author

Jian-Hao Jiao

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Preprint Sep 2026

Preserving Subject-Clarity in Image Outpainting with Multiscale Wavelet Supervision

This work proposes a subject clarity outpainting framework that combines vision-language model (VLM)-guided semantic conditioning with multiscale wavelet supervision for subject-localized detail preservation and develops a subject-centric data curation pipeline that constructs subject-intersecting outpainting pairs fro...

Abhilash Neog, Taewan Kim, Yi Wu et al. · 0 citations

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