BriefGPT.xyz
Nov, 2023
层次化”视觉表征是否层次化?
Are "Hierarchical" Visual Representations Hierarchical?
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Ethan Shen, Ali Farhadi, Aditya Kusupati
TL;DR
通过在HierNet数据集上进行广泛评估,我们得出结论,分层可视化表示并不比标准表示更好地捕捉层次关系,但在搜索效率和可解释性等方面有所帮助。
Abstract
learned visual representations
often capture large amounts of semantic information for accurate downstream applications. Human understanding of the world is fundamentally grounded in
hierarchy
. To mimic this and
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