Author

Chenmou Wu

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Aug 2026

LCCNet: luminance–chroma collaborative cross-attention network for low-light image enhancement

Results indicate that the proposed luminance–chroma collaborative design effectively improves reconstruction fidelity and structural preservation under the evaluated low-light conditions.

Mingxuan Chen, Benxue Sun, Chen Sun et al. · Multimedia Systems · 0 citations

#small language model Preprint Aug 2026

SchemaGUI: A Schema-Driven Benchmark for Controllable GUI Generation Evaluation

SchemaGUI, a template-based benchmark for controllable GUI generation evaluation, synthesizing paired natural language instructions and deterministic function-call references from parameterized interface schemas can generate thousands of deterministically annotated tasks in seconds without human labeling.

Jiarui Dong, Yin Cai, Zhouhong Gu et al. · 0 citations