PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging

Zibo Shao, Baochen Xiong, Xiaoshan Yang +4

The paper introduces PivotMerge, a framework for merging multimodal language models trained on heterogeneous data by separating shared cross‑modal alignment patterns from domain‑sp…