ENTITY Low-Frequency Shortcuts in Texture-Driven Visual Learning

Low-Frequency Shortcuts in Texture-Driven Visual Learning

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RESEARCH · CL_68234 · Jun 2 · 11:11

AI models exhibit low-frequency shortcuts in texture-driven visual learning

Researchers have identified a new type of shortcut learning in visual AI models that are trained on texture-driven datasets. These models tend to rely on low-frequency components for classification, even when the crucia…

AI models exhibit low-frequency shortcuts in texture-driven visual learning