The paper provides the first theoretical analysis of multi-modal super-resolution and proposes M³ESR, a mixture-of-experts framework with spatially dynamic and temporally adaptive modality weighting that improves generalization and semantic consistency.
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Adaptive Context Matters: Towards Provable Multi-Modality Guidance for Super-Resolution
The paper provides the first theoretical analysis of multi-modal super-resolution and proposes M³ESR, a mixture-of-experts framework with spatially dynamic and temporally adaptive modality weighting that improves generalization and semantic consistency.