Dec 15, 2021 · In this work, we propose an effective, yet simple, approach to overcome these challenges. Our framework enhances the subdued tail-class ...

Mar 15, 2022 · This study presents a novel, simple, and effective framework to mine minority-class examples using uncertainty estimates. We identified key ...

Jun 6, 2022 · In this work, we propose an effective, yet simple, approach to overcome these challenges. Our framework enhances the subdued tail-class ...

We carry out an exhaustive evaluation of our framework on three datasets spanning over two computer vision tasks. Substantial improvements in the minority-class ...

Request PDF | Mining Minority-Class Examples with Uncertainty Estimates | In the real world, the frequency of occurrence of objects is naturally skewed ...

Mining Minority-Class Examples with Uncertainty Estimates Conferences uri icon. Overview; Research; Identity; Additional Document Info; View All. scroll to ...

Mining Minority-Class Examples with Uncertainty Estimates ... Authors: Gursimran Singh; Lingyang Chu; Lanjun Wang; Jian Pei; Qi Tian; Yong Zhang. List of ...

Bibliographic details on Mining Minority-class Examples With Uncertainty Estimates.

Dec 16, 2021 · 例如，大多数其他成功的基于不确定性的挖掘方法都因数据偏斜导致类别概率失真而陷入困境。在这项工作中，我们提出了一种有效而简单的方法来克服这些挑战。