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Lei Cao

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Aug 2026

Towards Heterogeneous-Degradation-Robust Image Fusion with Controllable Generative Modulation.

DuS-DiFuse is proposed, a robust dual-stream latent diffusion framework composed of a diffusion fusion unit and a generative modulation unit that achieves leading fusion performance, exhibits strong robustness to heterogeneous degradations, generalizes well across fusion tasks, and supports effective controllable gener...

Lei Cao, Hao Zhang, Peng Zhang et al. · 0 citations

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