Tiancong Cheng

CompMTL: Layer-Wise Competitive Multi-Task Learning

It is challenging to simultaneously address multiple related tasks using a unified multi-task model and consistently balance conflicts across these tasks. The conflicts arise because each task competes to update the shared module in a manner that can better align with its own requirements. To addres…