 In this paper , we present a novel unsupervised  method to generate image captions  without using any caption corpus .
<meaning-changed>  In this paper , we present a novel unsupervised  method to generate image captions  without using any caption corpus .
 In this paper , we present a novel unsupervised cross-lingual method to generate image captions without using any caption corpus .