Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities

Author:

Zeng Jiandian1,Liu Tianyi2,Zhou Jiantao1

Affiliation:

1. University of Macau, Macau, China

2. Shanghai Jiao Tong University, Shanghai, China

Funder

Natural Science Foundation of China

Research Committee at University of Macau

Macau Science and Technology Development Fund

Publisher

ACM

Reference50 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 . In Proceedings of the 35th Annual Conference on Neural Information Processing Systems. 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. In Proceedings of the 35th Annual Conference on Neural Information Processing Systems.

2. Pierre Baldi . 2012 . Autoencoders, unsupervised learning, and deep architectures . In Proceedings of ICML Workshop on Unsupervised and Transfer Learning. 37--49 . Pierre Baldi. 2012. Autoencoders, unsupervised learning, and deep architectures. In Proceedings of ICML Workshop on Unsupervised and Transfer Learning. 37--49.

3. OpenFace 2.0: Facial Behavior Analysis Toolkit

4. IEMOCAP: interactive emotional dyadic motion capture database

5. Deep Adversarial Learning for Multi-Modality Missing Data Completion

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