Mitigating Saliency Collapse: Robust Saliency-Aware Long-Text Image-Text Alignment

Qiuyu Kong, Zanxi Ruan, Marco Cristani +1

Long-text image-text alignment is essential for fine-grained scene understanding, yet existing methods mainly focus on extending context length or improving local alignment. We ide…