Before revision:  When trained on 0.1\%, 0.5\% and 1\% of MSCOCO and Conceptual Captions , the proposed model, VisualGPT, surpasses strong image captioning baselines.
After revision:  We train the proposed model, VisualGPT, on 0.1\%, 0.5\% and 1\% of MSCOCO and Conceptual Captions , the proposed model, VisualGPT, surpasses strong image captioning baselines.