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显示、出席和讲述：具有视觉注意力的神经图像标题生成Show, Attend and Tell: Neural Image Caption Generation with Visual Attention |
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| 课程网址: | http://videolectures.net/icml2015_xu_visual_attention/ |
| 主讲教师: | Kelvin Xu |
| 开课单位: | 蒙特利尔大学 |
| 开课时间: | 2015-12-05 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Inspired by recent work in machine translation and object detection, we introduce an attention based model that automatically learns to describe the content of images. We describe how we can train this model in a deterministic manner using standard backpropagation techniques and stochastically by maximizing a variational lower bound. We also show through visualization how the model is able to automatically learn to fix its gaze on salient objects while generating the corresponding words in the output sequence. We validate the use of attention with state-of-the-art performance on three benchmark datasets: Flickr8k, Flickr30k and MS COCO. |
| 关 键 词: | 视觉注意; 神经图像; 标题生成 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-06-08：chenxin01 |
| 最后编审: | 2023-06-08：chenxin01 |
| 阅读次数: | 25 |