AI RESEARCH
Uniform Loss vs. Specialized Optimization: A Comparative Analysis in Multi-Task Learning
arXiv CS.AI
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ArXi:2505.10347v3 Announce Type: replace-cross Specialized Multi-Task Optimizers (SMTOs) balance task learning in Multi-Task Learning by addressing issues like conflicting gradients and differing gradient norms, which hinder equal-weighted task