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$蟺$-SUB establishes a new standard for underwater image enhancement, achieving unprecedented realism and generalizability that could redefine benchmark datasets in the field.
Counterintuitively, long-duration AUV navigation failure hinges more on the *sparsity* and *geometry* of USBL fixes from surface vessels than the accuracy of individual measurements.