BD-Merging: Bias-Aware Dynamic Model Merging with Evidence-Guided Contrastive Learning

Yuhan Xie, Chen Lyu

Model Merging (MM) has emerged as a scalable paradigm for multi-task learning (MTL), enabling multiple task-specific models to be integrated without revisiting the original trainin…