To all the reviewers

We thank the reviewers for their valuable suggestions to improve the draft. We address the concerns below. Our prime contribution is in the form of insights that lead to a simple design, which makes our work different. Likewise, we show that even under category-shift (Sec. Sec. 2), which is relatively less explored in MSDA.