Author

Sheng-Ke Sun

2 papers indexed here

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Preprint Oct 2026

BluePixel: Toward Native 4K Agentic Image Editing

Instruction-driven image editing has reached native 4K, yet how such editors are trained remains undisclosed, and pretraining one from scratch is beyond most teams. The task itself compounds the difficulty: a single end-to-end editor cannot make precise parametric adjustments, match specialized experts, or interpret th...

Shan-Yan Guan, Shi-Yu Li, Xin Li et al. · 0 citations

Open access 2026

Exemplar-Free Lifelong Hyperspectral Image Classification via Dual Constraints and Dynamic Margin Adaptation

Hyperspectral image (HSI) lifelong classification aims to continuously recognize newly arriving classes while preserving previously acquired knowledge without full model retraining. Although exemplar replay is effective, retaining historical examples is often impractical in real-world applications due to privacy concer...

Ji-Yang Ma, Hai-Yang Luo, Sheng-Ke Sun et al. · IEEE Journal of Selected Top... · 0 citations