Object-Centric Unsupervised Image Captioning. (arXiv:2112.00969v2 [cs.CV] UPDATED)

Image captioning is a longstanding problem in the field of computer vision
and natural language processing. To date, researchers have produced impressive
state-of-the-art performance in the age of deep learning. Most of these
state-of-the-art, however, requires large volume of annotated image-caption
pairs in order to train their models. When given an image dataset of interests,
practitioner needs to annotate the caption for each image in the training set
and this process needs to happen for each newly collected image dataset. …

arxiv captioning cv image unsupervised