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Chinese Academy of Sciences, University of Chinese Academy of Sciences
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GIFT reduces depth hallucinations in non-Lambertian surfaces without needing depth labels, enhancing monocular depth models' practical utility.
TC-SOH reduces prediction errors in battery health estimation by over 50% while enhancing model transparency through innovative representation diagnostics.
