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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Hongyuan Zhu

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Conference Aug 2026

V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning

This work introduces Visual Rubrics-Based Reinforcement Learning, which decomposes reference responses into atomic propositions and scores generated answers along Visual Faithfulness, Reasoning Consistency, and Instruction Following, and shows rubrics as a useful reward abstraction for visual post-training.

Shu-Lin Tian, Ming-Lu Li, Yuhao Dong et al. · 1 citation
Preprint Aug 2026

Open Evaluation Agent: Efficient and Promptable Evaluation of Visual Generative Models

The Evaluation Agent framework is proposed, which employs human-like strategies for efficient, dynamic, multi-round evaluations, offering detailed, user-tailored analyses and is efficient, promptable, explainable, and scalable across models and tools.

Shu-Lin Tian, Zi-Qi Huang, Fan Zhang et al. · 2 citations

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