Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization
Cam-Van Nguyen Thi, Ngoc-Hoa Nguyen Thi, Duc-Trong Le, Quang-Thuy Ha
- Anthology ID:
- 2023.paclic-1.58
- Volume:
- Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation
- Month:
- December
- Year:
- 2023
- Address:
- Hong Kong, China
- Editors:
- Chu-Ren Huang, Yasunari Harada, Jong-Bok Kim, Si Chen, Yu-Yin Hsu, Emmanuele Chersoni, Pranav A, Winnie Huiheng Zeng, Bo Peng, Yuxi Li, Junlin Li
- Venue:
- PACLIC
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 582–590
- Language:
- URL:
- https://aclanthology.org/2023.paclic-1.58
- DOI:
- Cite (ACL):
- Cam-Van Nguyen Thi, Ngoc-Hoa Nguyen Thi, Duc-Trong Le, and Quang-Thuy Ha. 2023. Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization. In Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation, pages 582–590, Hong Kong, China. Association for Computational Linguistics.
- Cite (Informal):
- Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization (Thi et al., PACLIC 2023)
- PDF:
- https://preview.aclanthology.org/emnlp-22-attachments/2023.paclic-1.58.pdf