VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training

28 Sep 2020 Xiaowei Hu Xi Yin Kevin Lin Lijuan Wang Lei Zhang Jianfeng Gao Zicheng Liu

It is highly desirable yet challenging to generate image captions that can describe novel objects which are unseen in caption-labeled training data, a capability that is evaluated in the novel object captioning challenge (nocaps). In this challenge, no additional image-caption training data, other than COCO Captions, is allowed for model training... (read more)

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