Before revision:  We propose a principled multi-objective optimization algorithm, Curvature Aware Task Scaling (CATS), which improves both optimization and generalization especially for low resource.
After revision:  We propose a principled optimization algorithm, Curvature Aware Task Scaling (CATS), which improves both optimization and generalization especially for low resource.