the-prism-hypothesis-uae-uncovers-a-correspondence-between

Ziwei Liu (@liuziwei7)

2025-12-23 | ❤️ 118 | 🔁 21

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✨The Prism Hypothesis✨

💫#UAE💫 uncovers a correspondence between an encoder’s feature spectrum and its functional role:

🔠 Semantic encoders primarily capture low-frequency components that encode abstract meaning

🎨 Pixel encoders additionally retain high-frequency information that conveys fine-grained detail

• Paper: https://arxiv.org/pdf/2512.19693
• Code: https://github.com/WeichenFan/UAE

🔗 원본 링크

• https://arxiv.org/pdf/2512.19693
• https://github.com/WeichenFan/UAE

미디어

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인용 트윗

AK (@_akhaliq)

The Prism Hypothesis

Harmonizing Semantic and Pixel Representations via Unified Autoencoding https://t.co/iNjvF1Z41i

원본 트윗

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