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图像与语言的顺序嵌入Order-Embeddings of Images and Language |
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| 课程网址: | http://videolectures.net/iclr2016_vendrov_order_embeddings/ |
| 主讲教师: | Ivan Vendrov |
| 开课单位: | 多伦多大学 |
| 开课时间: | 2016-05-27 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Hypernymy, textual entailment, and image captioning can be seen as special cases of a single visual-semantic hierarchy over words, sentences, and images. In this paper we advocate for explicitly modeling the partial order structure of this hierarchy. Towards this goal, we introduce a general method for learning ordered representations, and show how it can be applied to a variety of tasks involving images and language. We show that the resulting representations improve performance over current approaches for hypernym prediction and image-caption retrieval. |
| 关 键 词: | 语义层次; 图像语言; 顺序结构 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-04-16：chenxin01 |
| 最后编审: | 2023-05-21：chenxin01 |
| 阅读次数: | 53 |