Search Results for author: Cherry Zhao

Found 1 papers, 0 papers with code

On Mechanistic Knowledge Localization in Text-to-Image Generative Models

no code implementations2 May 2024 Samyadeep Basu, Keivan Rezaei, Priyatham Kattakinda, Ryan Rossi, Cherry Zhao, Vlad Morariu, Varun Manjunatha, Soheil Feizi

To address this issue, we introduce the concept of Mechanistic Localization in text-to-image models, where knowledge about various visual attributes (e. g., "style", "objects", "facts") can be mechanistically localized to a small fraction of layers in the UNet, thus facilitating efficient model editing.

Model Editing

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