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Apr, 2022
模型调试中的缺失偏差
Missingness Bias in Model Debugging
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Saachi Jain, Hadi Salman, Eric Wong, Pengchuan Zhang, Vibhav Vineet...
TL;DR
本文研究了像素缺失对计算机视觉中的模型调试过程的影响，提出基于transformer-based架构实现缺失特征，从而避免传统方法引入的偏差，从而提高模型调试的可靠性。
Abstract
missingness
, or the absence of features from an input, is a concept fundamental to many
model debugging
tools. However, in
computer vision
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