Gradient Similarity Surgery in Multi-Task Deep Learning

Thomas Borsani, Andrea Rosani, Giuseppe Nicosia +1

The multi-task learning ($MTL$) paradigm aims to simultaneously learn multiple tasks within a single model capturing higher-level, more general hidden patterns that are shared by t…