Pursuing Knowledge Consistency: Supervised Hierarchical Contrastive Learning for Facial Action Unit Recognition

Author:

Chen Yingjie1,Chen Chong2,Luo Xiao3,Huang Jianqiang2,Hua Xian-Sheng4,Wang Tao1,Liang Yun1

Affiliation:

1. Peking University, Beijing, China

2. Alibaba Group, Hangzhou, China

3. Peking Univerisity, Beijing, China

4. Zhejiang University, Hangzhou, China

Funder

the PKU-NTU Joint Research Institute (JRI) sponsored by a donation from the Ng Teng Fong Charitable Foundation

the Fundamental Research Funds for the Central Universities

the National Key R&D Program of China

Publisher

ACM

Reference37 articles.

1. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597--1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607.

2. Yingjie Chen , Diqi Chen , Tao Wang , Yizhou Wang , and Yun Liang . 2022. Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition. arXiv preprint arXiv:2204.07935 ( 2022 ). Yingjie Chen, Diqi Chen, Tao Wang, Yizhou Wang, and Yun Liang. 2022. Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition. arXiv preprint arXiv:2204.07935 (2022).

3. CaFGraph: Context-aware Facial Multi-graph Representation for Facial Action Unit Recognition

4. Yuedong Chen , Guoxian Song , Zhiwen Shao , Jianfei Cai , Tat-Jen Cham , and Jianmin Zheng . 2021b. GeoConv: geodesic guided convolution for facial action unit recognition. Pattern Recognition ( 2021 ), 108355. Yuedong Chen, Guoxian Song, Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, and Jianmin Zheng. 2021b. GeoConv: geodesic guided convolution for facial action unit recognition. Pattern Recognition (2021), 108355.

5. Cross-Modal Representation Learning for Lightweight and Accurate Facial Action Unit Detection

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