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Wen-Zhuo Wu

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#artificial intelligence Preprint Oct 2026

Visual Jev Rewards: Reference-Bound Verification for Multi-Subject Image Generation

Multi-subject image generation requires rewards that verify whether requested attributes, actions, and relations hold for the specified reference subjects. Subject presence alone does not establish that the correct subjects participate in a requested interaction. We present reference-bound Visual Jev rewards that turn...

Bao-Teng Li, Wen-Zhuo Wu, Kong-Ming Liang et al. · 0 citations

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