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Author

Luo-Qi Liu

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Jul 2026

Consistent Feature Transport for Image Relighting

This work reformulates relighting as an illumination feature transport problem and introduces Consistent Feature Transport (CFT), a training principle that explicitly enforces illumination-consistent transport between source and target image distributions.

Bohan Zhang, Huan Liang, Yuhang He et al. · 0 citations
Jul 2026

StructGen: Disambiguating Multi-Reference Image Generation via Structured Context Modeling

StructGen is proposed, which employs a structured, dictionary-like format to encode multiple reference images, thereby enabling explicit and unambiguous specification of generation intentions, and consistently outperforms existing methods on both semantic alignment and detailed reference-generation consistency.

Jianing Peng, Meng-Yu Wang, Henghui Ding et al. · 0 citations

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