8526e0962a844e4a2f158d831d5fddf7-AuthorFeedback.pdf

Thank you to the reviewers for the feedback. MUiR outperforms the existing methods10 (Table 1). Interestingly, the existing methods each outperforms single task learning (STL) on two out of three tasks. Thismethod (Table1: MUiR+Hierarchical Init.) stilloutperforms theprevious methods on15 all tasks, but may be better or worse than MUiR for a given task. This result confirms the value of MUiR as a framework, and16 indicates thatexploring initialization schemes isapromising areaoffuture work.