All the reviewers like the paper, acknowledging the novel setting of reflection removal (a pair of polarized and unpolarized images), very promising results (compare to prior state of the art), and good writing. The AC also likes the novelty of the paper and the potential impact the paper can bring to both the research community and industry. Please include the details in the rebuttal into the final version and it will be great to release the code.