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add a novel paper #1

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4 changes: 4 additions & 0 deletions README.md
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53[ACL2021] mTVR: Multilingual Moment Retrieval in Videos
53[ICCV2021] Fast Video Moment Retrieval
54[MM2021] CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval
55[arxiv2021] Hierarchical Deep Residual Reasoning for Temporal Moment Localization


[CVPR 2021] Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval
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[MM2021] Visual Co-Occurrence Alignment Learning for Weakly-Supervised Video Moment Retrieval

[arxiv2021] Hierarchical Deep Residual Reasoning for Temporal Moment Localization
- 动机：目前方法对细粒度的处理不够完善，此外对信息容量不同的视频和文本缺乏自适应
- 方法：通过语义将文本分为不同角色，进行hierarchical的匹配。另外提出Res-BiGRU结构增强自适应能力


#年度关键词：数据集问题，更细致的视频理解，对比学习。
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