After reading each other's reviews and discussing the author response, reviewers lean towards acceptance of this submission. The primary weaknesses are related to the lack of analysis in the fine-tuning setting and a resulting uncertainty about the use case of this technique in a practical sense. On the positive side, the analysis itself is informative and introduces a new angle to the work on multi-scale representations. I encourage authors to consider reviewer feedback for future revisions -- especially those from R1 about the assumptions implicit in the work.