[其他] 计算视觉Self-Distillation as Instance-Specific Label Smoothing [推广有奖]

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发表于 2025-8-11 08:27:39 |AI写论文

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Self-Distillation as Instance-Specific Label Smoothing

         Zhilu Zhang             Mert R. Sabuncu
      Cornell University             Cornell Univerisity
      zz452@cornell.edu          msabuncu@cornell.edu

                     Abstract
   It has been recently demonstrated that multi-generational self-distillation can im-
   prove generalization [11]. Despite this intriguing observation, reasons for the
   enhancement remain poorly understood. In this paper, we f ...