Skill-Decoupled On-Policy Expert Distillation for Unified Vision-Language Models
Across eight multimodal benchmarks, SCOPED consistently outperforms the backbone and mixed-capability RL, demonstrating the effectiveness of skill-decoupled on-policy expert distillation for integrating independently acquired capabilities.
Yu-Qi Xiong, Chun-Yi Peng, Zhi-Peng Xu et al.
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