2025
Whoever Started the interference Should End It: Guiding Data-Free Model Merging via Task Vectors
ICML 2025poster
Model merging seeks to integrate task-specific expert models into a unified architecture while preserving multi-task generalization capabilities, yet parameter interference between constituent models frequently induces performance degradation. Although prior work has explored many merging strategies…