BriefGPT.xyz
Sep, 2023
生成分类器的有趣性质
Intriguing properties of generative classifiers
HTML
PDF
Priyank Jaini, Kevin Clark, Robert Geirhos
TL;DR
当前主要的建模人类物体识别的范式是辨别性推理，但零样本生成模型出奇地接近人类物体识别数据。
Abstract
What is the best
paradigm
to recognize objects --
discriminative inference
(fast but potentially prone to shortcut learning) or using a
generativ
→