Dynamic Contrastive Learning with Pseudo-samples Intervention for Weakly Supervised Joint Video MR and HD

Author:

Kong Shuhan1ORCID,Li Liang2ORCID,Zhang Beichen3ORCID,Wang Wenyu1ORCID,Jiang Bin1ORCID,Yan Chenggang4ORCID,Xu Changhao1ORCID

Affiliation:

1. Shandong University, Weihai, China

2. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

3. University of the Chinese Academy of Sciences, Beijing, China

4. Hangzhou Dianzi University & Lishui Institute of Hangzhou Dianzi University, Hangzhou, China

Funder

National Key Research and Development Program of China under Grant

Youth Innovation Promotion Association of Chinese Academy of Sciences under Grant

National Nature Science Foundation of China

Pioneer, Zhejiang Provincial Natural Science Foundation of China

Leading Goose R&D Program of Zhejiang Province

Publisher

ACM

Reference52 articles.

1. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL-HLT. 4171--4186. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL-HLT. 4171--4186.

2. Victor Escorcia , Mattia Soldan , Josef Sivic , Bernard Ghanem , and Bryan C . Russell . 2019 . Temporal Localization of Moments in Video Collections with Natural Language. CoRR abs/1907.12763 (2019). Victor Escorcia, Mattia Soldan, Josef Sivic, Bernard Ghanem, and Bryan C. Russell. 2019. Temporal Localization of Moments in Video Collections with Natural Language. CoRR abs/1907.12763 (2019).

3. Christoph Feichtenhofer Haoqi Fan Jitendra Malik and Kaiming He. 2019. Slow- Fast Networks for Video Recognition. In ICCV. 6201--6210. Christoph Feichtenhofer Haoqi Fan Jitendra Malik and Kaiming He. 2019. Slow- Fast Networks for Video Recognition. In ICCV. 6201--6210.

4. Jiyang Gao , Chen Sun , Zhenheng Yang , and Ram Nevatia . 2017 . TALL: Temporal Activity Localization via Language Query. In ICCV. 5277--5285. Jiyang Gao, Chen Sun, Zhenheng Yang, and Ram Nevatia. 2017. TALL: Temporal Activity Localization via Language Query. In ICCV. 5277--5285.

5. Junyu Gao and Changsheng Xu. 2021. Fast Video Moment Retrieval. In ICCV. 1503--1512. Junyu Gao and Changsheng Xu. 2021. Fast Video Moment Retrieval. In ICCV. 1503--1512.

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