Bridging the Gap: Heterogeneous Knowledge Transfer across Diverse Models, Tasks, and Modalities

A novel framework, MergeNet, facilitates seamless knowledge transfer between models with different architectures, tasks, and modalities by bridging the disparities in their parameter spaces.