APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation

Dongliang Chen, Xinlin Zhuang, Junjie Xu +8

Multi-objective alignment for text-to-image generation is commonly implemented via static linear scalarization, but fixed weights often fail under heterogeneous rewards, leading to…