Peiyuan Zhang

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Multimodal Models (1)RLHF & Preference Learning (1)

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Xiangyu Zhao (1)Junming Lin (1)Tianhao Liang (1)Tian Liang (1)

Papers (1)

Mar 12, 2026

4d ago·also NTU

Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation

Hallucinations in image editing and generation got you down? FIRM offers robust reward models and RL strategies that dramatically improve fidelity and instruction adherence.

Xiangyu Zhao, Peiyuan Zhang, Junming Lin +8

Computer Vision Multimodal Models RLHF & Preference Learning

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Peiyuan Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)