一作ICML 2026Poster· Applications / Computer Vision
Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling
Seojeong Park · Jiho Choi · Junyong Kang · Seonho Lee · Jaeyo Shin · Hyunjung Shim
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Seojeong Park · Jiho Choi · Junyong Kang · Seonho Lee · Jaeyo Shin · Hyunjung Shim
Jiho Choi · Seojeong Park · Seongjong Song · Hyunjung Shim
Automating scientific poster generation requires hierarchical document understanding and coherent content-layout planning.Existing methods often rely on flat summarization or optimize content and layout separately.As a result, they often suffer from information loss, weak logical flow, and poor v...