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Defense Innovation Institute, Academy of Military Science, Beijing, 100071, China, Intelligent Game and Decision Laboratory, Beijing, 100071, China
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Achieve comparable or superior accuracy to standard FNO with a 60-76% reduction in model size by decoupling spectral weight optimization in a multi-task Fourier Neural Operator.
Current image restoration models still fail to strike the right balance between noise reduction, detail fidelity, and accurate color in real-world, low-light portrait scenarios, highlighting a critical gap this challenge aims to close.
