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https://github.com/HuiGuanLab/ms-sl
Source code of our MM'22 paper Partially Relevant Video Retrieval
https://github.com/HuiGuanLab/ms-sl
Last synced: 3 months ago
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Source code of our MM'22 paper Partially Relevant Video Retrieval
- Host: GitHub
- URL: https://github.com/HuiGuanLab/ms-sl
- Owner: HuiGuanLab
- License: apache-2.0
- Created: 2022-04-29T05:33:38.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-08-29T06:08:39.000Z (about 2 years ago)
- Last Synced: 2024-06-24T05:56:09.038Z (5 months ago)
- Language: Python
- Homepage:
- Size: 4.51 MB
- Stars: 48
- Watchers: 3
- Forks: 6
- Open Issues: 1
Awesome Lists containing this project
- StarryDivineSky - HuiGuanLab/ms-sl - 视频检索（Video-to-Text Retrieval, T2VR）任务，提出了部分相关的视频检索（Partially Relevant Video Retrieval, PRVR）。PRVR 旨在从大量未剪辑的长视频中检索出与查询文本部分相关的对应视频。作者设计了多尺度多示例模型，该模型分别对视频进行片段尺度和帧尺度的特征表示，并引入了以关键片段为向导的注意力聚合方法，模型整体以从粗到细的方式学习文本-视频间的相似度关系。该模型也可用于提高视频库片段检索（Video Corpus Moment Retrieval，VCMR）模型的性能。 (其他_机器视觉 / 网络服务_其他)