BriefGPT.xyz
Nov, 2023
一种统一的基于计数的弱监督学习方法
A Unified Approach to Count-Based Weakly-Supervised Learning
HTML
PDF
Vinay Shukla, Zhe Zeng, Kareem Ahmed, Guy Van den Broeck
TL;DR
通过计算确切地设为真输出的概率，我们提出了一种统一的弱标签计数弱监督学习方法，并在三种常见的弱监督学习范例上取得了最先进或高度竞争的结果。
Abstract
high-quality labels
are often very scarce, whereas
unlabeled data
with inferred weak labels occurs more naturally. In many cases, these weak labels dictate the frequency of each respective class over a set of ins
→