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Liang-Bin Xie

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Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision

It is demonstrated that separately encoding text and visual instructions, combined with co-training using shallow feature control, is essential to mitigate task ambiguity and enhance multi-task generalization and pave the way for more robust and generalizable low-level vision systems.

Yuandong Pu, Le Zhuo, Kaiwen Zhu et al. · 19 citations

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