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Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C · 2023

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Seeing the Undefined: Chain-of-Action for Generative Semantic Labels

cs.CV · 2024-11-26 · conditional · novelty 6.0

Chain-of-Action, a five-step prompting pipeline, improves zero-shot generation of multiple open-vocabulary semantic labels for images by using the model's own captions, self-correction, appearance, and relationship steps.

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  • Seeing the Undefined: Chain-of-Action for Generative Semantic Labels cs.CV · 2024-11-26 · conditional · none · ref 8

    Chain-of-Action, a five-step prompting pipeline, improves zero-shot generation of multiple open-vocabulary semantic labels for images by using the model's own captions, self-correction, appearance, and relationship steps.