Guo-Sen Xie
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2026
Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration
The paper introduces TICoE, a text-image collaborative framework that achieves precise and faithful concept removal from text-to-image generative models, surpassing existing methods in both precision and content fidelity.
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cs.CVcs.CRRecentApr 17, 2026
Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration
Jun Li, Lizhi Xiong, Ziqiang Li, Weiwei Jiang +3 more
The paper introduces TICoE, a text-image collaborative framework that achieves precise and faithful concept removal from text-to-image generative models, surpassing existing methods in both precision…
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