1 code implementation • 18 Mar 2023 • Jingyi Hou, Zhen Dong, Jiayu Zhou, Zhijie Liu
Many real-world data mining tasks, however, lack sufficient variables for relation reasoning, and therefore these methods may not properly handle such forecasting problems.
no code implementations • 2 Sep 2020 • Jingyi Hou, Yunde Jia, Xinxiao wu, Yayun Qi
Through traversing the dependency trees, the sentences are generated to train the captioning model.
no code implementations • ICCV 2019 • Jingyi Hou, Xinxiao Wu, Wentian Zhao, Jiebo Luo, Yunde Jia
Video captioning is a challenging task that involves not only visual perception but also syntax representation learning.
no code implementations • 4 Jun 2019 • Jingyi Hou, Xinxiao Wu, Yayun Qi, Wentian Zhao, Jiebo Luo, Yunde Jia
Extensive experiments on the MS-COCO image captioning benchmark and the MSVD video captioning benchmark validate the superiority of our method on leveraging prior commonsense knowledge to enhance relational reasoning for visual captioning.