We thank all reviewers for their constructive and valuable feedback and are delighted to receive an overall positive

Furthermore, we will integrate all changes according to your suggestions and questions. Figure 1: Evaluation on the DA VIS 2017 validation set. The connection between the inner and outer optimization is also illustrated in Algorithm 1 of the supplementary. The mitigate in line 7 refers to shortcomings and we will improve the understandability of the abstract. The fine-tuning epochs in Table 1 refer to a single update with one image. How to train your MAML.