Review for NeurIPS paper: Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement

The paper presents a new approach for Visual Object Segmentation that keeps the appearance history of the object in an adaptive way, New memory update rule for memory-based VOS algorithm is proposed. New memory update rule for memory-based VOS algorithm is proposed. The method is well motivated and clearly described. There are some important literature missing and the analysis is not complete, e.g. in term of time complexity. All reviewers discussed for several concerns, that have been partially overcame by the rebuttal.