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Zhang, Han, Xu, Tao, Li, Hongsheng, Zhang, Shaoting, Wang, Xiaogang, Huang, Xiaolei

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cs.CV 1

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2026 1

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UNVERDICTED 1

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Hallucination Early Detection in Diffusion Models

cs.CV · 2026-04-22 · unverdicted · novelty 6.0

HEaD+ detects object hallucinations early in diffusion generation via cross-attention maps, text, and a Predicted Final Image, raising complete image rates by 6-8% for four-object prompts and reducing time by up to 32%.

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  • Hallucination Early Detection in Diffusion Models cs.CV · 2026-04-22 · unverdicted · none · ref 15

    HEaD+ detects object hallucinations early in diffusion generation via cross-attention maps, text, and a Predicted Final Image, raising complete image rates by 6-8% for four-object prompts and reducing time by up to 32%.