2026
POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation
CVPR 2026
Current visual text generation models struggle with the trade-off between text accuracy and overall image coherence. We find that achieving high text accuracy can reduce aesthetic quality and instruction-following capability. Although reinforcement learning approaches can alleviate the problem throu