ArCo: Attention-reinforced transformer with contrastive learning for image captioning

•This paper present an attention-based method that uses contrastive learning.•The loss function is a combination of CE loss and contrastive learning loss.•This paper shown to exhibit state-of-the-art performances on well-known datasets.