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All SourcesarXiv
#Image reconstruction

The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding

Intermediate
Weichen Fan, Haiwen Diao et al.Dec 22arXiv

The paper proposes the Prism Hypothesis: meanings (semantics) mainly live in low frequencies, while fine picture details live in high frequencies.

#Prism Hypothesis#Unified Autoencoding#Frequency-Band Modulator