in which the model keeps predicting the class of each unlabeled sample and learns from the feedback that whether 2

We thank all reviewers for their valuable comments. The reviewers are generally satisfied with our writing and experiments. Other concerns are minor - we carefully respond below and will revise the paper accordingly. Can one-bit supervision reduce annotation costs? According to the authors of ILSVRC2012 [Russakovsky et al., IJCV'15], the average time for a full-bit annotation is A1: Please refer to the common question.