Reviews: Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition

This paper was reviewed by three experts in the field and received 677 recommendations. The reviewers found the proposed approach straightforward and incremental in terms of novelty, but all appreciated its effectiveness demonstrated in the experiments. R1 liked the particular implementation of using GAN for data augmentation work. R3 additionally liked the investigation into BigGAN-based data augmentation. Based on the reviewers' feedback, the decision is to recommend the paper for acceptance to NeurIPS 2019.