Search Results for author: Jingyi Hou

Found 4 papers, 1 papers with code

Discovering Predictable Latent Factors for Time Series Forecasting

1 code implementation18 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.

Time Series Time Series Forecasting

Video Captioning Using Weak Annotation

no code implementations2 Sep 2020 Jingyi Hou, Yunde Jia, Xinxiao wu, Yayun Qi

Through traversing the dependency trees, the sentences are generated to train the captioning model.

Sentence Video Captioning +1

Relational Reasoning using Prior Knowledge for Visual Captioning

no code implementations4 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.

Image Captioning object-detection +4

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