Disentangled Representation Learning for Multimodal Emotion Recognition

Author:

Yang Dingkang1,Huang Shuai1,Kuang Haopeng1,Du Yangtao2,Zhang Lihua3

Affiliation:

1. Fudan University, Shanghai, China

2. Fudan University, Engineering Research Center of AI and Robotics, Ministry of Education, & Artifical Intelligence and Unmanned Systems Engineering Research Center of Jilin Province, Shanghai, China

3. Fudan University, Jilin Provincial Key Laboratory of Intelligence Science and Engineering, & Ji Hua Laboratory, Shanghai, China

Funder

Shanghai Municipal Science and Technology Major Project

National Natural Science Foundation of China under Grant

National Key R&D Program of China

Publisher

ACM

Reference56 articles.

1. Hassan Akbari , Linagzhe Yuan , Rui Qian , Wei-Hong Chuang , Shih-Fu Chang , Yin Cui , and Boqing Gong . 2021 . Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text. arXiv preprint arXiv:2104.11178 (2021). Hassan Akbari, Linagzhe Yuan, Rui Qian,Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, and Boqing Gong. 2021. Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text. arXiv preprint arXiv:2104.11178 (2021).

2. Identifying Expressions of Emotion in Text

3. Tadas Baltru"aitis, Peter Robinson , and Louis-Philippe Morency . 2016 . Openface: an open source facial behavior analysis toolkit . In 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 1--10 . Tadas Baltru"aitis, Peter Robinson, and Louis-Philippe Morency. 2016. Openface: an open source facial behavior analysis toolkit. In 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 1--10.

4. Konstantinos Bousmalis , George Trigeorgis , Nathan Silberman , Dilip Krishnan , and Dumitru Erhan . 2016. Domain separation networks. Advances in neural information processing systems 29 ( 2016 ). Konstantinos Bousmalis, George Trigeorgis, Nathan Silberman, Dilip Krishnan, and Dumitru Erhan. 2016. Domain separation networks. Advances in neural information processing systems 29 (2016).

5. Scott Brave and Cliff Nass . 2007. Emotion in human-computer interaction . In The human-computer interaction handbook . CRC Press , 103--118. Scott Brave and Cliff Nass. 2007. Emotion in human-computer interaction. In The human-computer interaction handbook. CRC Press, 103--118.

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