Author

Yikai Gu

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Preprint Aug 2026

Aligning Human Sense: Calibrated Distributional Reward Learning for Video Generation

Video generation is central to AI-powered content creation. Aligning generated videos with human preferences is a key criterion for evaluating generation quality. Despite significant progress in visual quality, three key challenges remain. First, the reliability of reward signals is constrained by the quality of human...

Nai-Xin Zhai, Weihua Cheng, De-Xu Yu et al. · 0 citations

Jul 2026

AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing Abilities

AVE-Agent is proposed, a modular agent framework that decomposes complex instructions into dependent subtasks and iteratively improves editing results through self-reflection and evaluator feedback, and improves instruction execution, Fidelity Preserving, and audio-visual alignment in joint editing while maintaining co...

Yuqing Wen, Yu-Kai Huang, Qianqian Xie et al. · arXiv.org · 0 citations