Uniform Loss vs. Specialized Optimization: A Comparative Analysis in Multi-Task Learning

Gabriel S. Gama, Valdir Grassi

Specialized Multi-Task Optimizers (SMTOs) balance task learning in Multi-Task Learning by addressing issues like conflicting gradients and differing gradient norms, which hinder eq…