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:
- Bibkey:
- 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)
- Copy Citation:
- PDF:
- https://aclanthology.org/2023.paclic-1.58.pdf
Export citation
@inproceedings{thi-etal-2023-self,
title = "Self-{MI}: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization",
author = "Thi, Cam-Van Nguyen and
Thi, Ngoc-Hoa Nguyen and
Le, Duc-Trong and
Ha, Quang-Thuy",
editor = "Huang, Chu-Ren and
Harada, Yasunari and
Kim, Jong-Bok and
Chen, Si and
Hsu, Yu-Yin and
Chersoni, Emmanuele and
A, Pranav and
Zeng, Winnie Huiheng and
Peng, Bo and
Li, Yuxi and
Li, Junlin",
booktitle = "Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation",
month = dec,
year = "2023",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.paclic-1.58",
pages = "582--590",
}
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%0 Conference Proceedings %T Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization %A Thi, Cam-Van Nguyen %A Thi, Ngoc-Hoa Nguyen %A Le, Duc-Trong %A Ha, Quang-Thuy %Y Huang, Chu-Ren %Y Harada, Yasunari %Y Kim, Jong-Bok %Y Chen, Si %Y Hsu, Yu-Yin %Y Chersoni, Emmanuele %Y A, Pranav %Y Zeng, Winnie Huiheng %Y Peng, Bo %Y Li, Yuxi %Y Li, Junlin %S Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation %D 2023 %8 December %I Association for Computational Linguistics %C Hong Kong, China %F thi-etal-2023-self %U https://aclanthology.org/2023.paclic-1.58 %P 582-590
Markdown (Informal)
[Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization](https://aclanthology.org/2023.paclic-1.58) (Thi et al., PACLIC 2023)
- Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization (Thi et al., PACLIC 2023)
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.