On the Importance of Spatial Relations for Few-shot Action Recognition

Author:

Zhang Yilun1ORCID,Fu Yuqian1ORCID,Ma Xingjun1ORCID,Qi Lizhe2ORCID,Chen Jingjing1ORCID,Wu Zuxuan1ORCID,Jiang Yu-Gang1ORCID

Affiliation:

1. Shanghai Key Lab of Intel. Info. Proc., School of CS, Fudan University, Shanghai, China

2. Academy for Engineering and Technology, Fudan University, Shanghai, China

Publisher

ACM

Reference53 articles.

1. Jimmy Lei Ba , Jamie Ryan Kiros, and Geoffrey E Hinton . 2016 . Layer normalization. arXiv preprint arXiv:1607.06450 (2016). Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016).

2. Mina Bishay , Georgios Zoumpourlis , and Ioannis Patras . 2019 . Tarn: Temporal attentive relation network for few-shot and zero-shot action recognition. arXiv preprint arXiv:1907.09021 (2019). Mina Bishay, Georgios Zoumpourlis, and Ioannis Patras. 2019. Tarn: Temporal attentive relation network for few-shot and zero-shot action recognition. arXiv preprint arXiv:1907.09021 (2019).

3. Kaidi Cao Jingwei Ji Zhangjie Cao Chien-Yi Chang and Juan Carlos Niebles. 2020. Few-shot video classification via temporal alignment. In CVPR. Kaidi Cao Jingwei Ji Zhangjie Cao Chien-Yi Chang and Juan Carlos Niebles. 2020. Few-shot video classification via temporal alignment. In CVPR.

4. Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski and Armand Joulin. 2021. Emerging properties in self-supervised vision transformers. In ICCV. Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski and Armand Joulin. 2021. Emerging properties in self-supervised vision transformers. In ICCV.

5. Joao Carreira and Andrew Zisserman. 2017. Quo vadis action recognition? a new model and the kinetics dataset. In CVPR. Joao Carreira and Andrew Zisserman. 2017. Quo vadis action recognition? a new model and the kinetics dataset. In CVPR.

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