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Author

Xingyuan Li

2 papers indexed here

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Preprint Aug 2026

SGPDFuse: Semantically-Guided Physics-Disentanglement General Multi-Modal Image Fusion

Multimodal image fusion (MMIF) aims to integrate complementary sensor data into a single representation that preserves intrinsic scene reality while eliminating environmental interferences. Most existing approaches rely on blind feature aggregation, which excels at signal accumulation but fails to distinguish essential...

Hao-Zheng Wei, Cheng-Jun Jiang, Yu-Tong Guo et al. · 0 citations
Aug 2026

Symbiotic Evolutionary Learning for Task-Adaptive Infrared and Visible Image Fusion.

This paper proposes a symbiotic evolutionary learning framework for task-adaptive IVIF, termed EvoFuse, which enables a mutual adaptation process where the fusion network and task models are jointly updated under a Pareto-inspired non-degradation criterion.

Jin-Yuan Liu, Bowei Zhang, Ludan Sun et al. · 1 citation

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