Partial Annotation-based Video Moment Retrieval via Iterative Learning

Author:

Ji Wei1ORCID,Liang Renjie2ORCID,Liao Lizi3ORCID,Fei Hao2ORCID,Feng Fuli4ORCID

Affiliation:

1. National University of Singapore, Singapore, China

2. National University of Singapore, Singapore, Singapore

3. Singapore Management University, Singapore, Singapore

4. University of Science and Technology of China, Hefei, China

Funder

This work is fully supported by the Advanced Research and Technology Innovation Centre (ARTIC), the National University of Singapore under Grant (project number: A-8000969-00-00). This research is partially supported by the Singapore Ministry of Education (MOE) Academic Research Fund (AcRF) Tier 1 grant.

Publisher

ACM

Reference58 articles.

1. Lisa Anne Hendricks Oliver Wang Eli Shechtman Josef Sivic Trevor Darrell and Bryan Russell. 2017. Localizing moments in video with natural language. In ICCV. 5803--5812. Lisa Anne Hendricks Oliver Wang Eli Shechtman Josef Sivic Trevor Darrell and Bryan Russell. 2017. Localizing moments in video with natural language. In ICCV. 5803--5812.

2. Fabian Caba Heilbron , Victor Escorcia , Bernard Ghanem , and Juan Carlos Niebles . 2015 . Activitynet: A large-scale video benchmark for human activity understanding. In CVPR. 961--970. Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, and Juan Carlos Niebles. 2015. Activitynet: A large-scale video benchmark for human activity understanding. In CVPR. 961--970.

3. Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

4. Yun-Wei Chu , Kuan-Yen Lin , Chao-Chun Hsu , and Lun-Wei Ku. 2021. End-to-end Recurrent Cross-Modality Attention for Video Dialogue. TASLP ( 2021 ). Yun-Wei Chu, Kuan-Yen Lin, Chao-Chun Hsu, and Lun-Wei Ku. 2021. End-to-end Recurrent Cross-Modality Attention for Video Dialogue. TASLP (2021).

5. Ran Cui , Tianwen Qian , Pai Peng , Elena Daskalaki , Jingjing Chen , Xiaowei Guo , Huyang Sun , and Yu-Gang Jiang . 2022. Video Moment Retrieval from Text Queries via Single Frame Annotation. arXiv preprint arXiv:2204.09409 ( 2022 ). Ran Cui, Tianwen Qian, Pai Peng, Elena Daskalaki, Jingjing Chen, Xiaowei Guo, Huyang Sun, and Yu-Gang Jiang. 2022. Video Moment Retrieval from Text Queries via Single Frame Annotation. arXiv preprint arXiv:2204.09409 (2022).

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