MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts

Haofei Yu, Zhengyang Qi, Lawrence Jang, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang. MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts. In Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen, editors, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024. pages 10006-10030, Association for Computational Linguistics, 2024. [doi]

@inproceedings{YuQJSML24,
  title = {MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts},
  author = {Haofei Yu and Zhengyang Qi and Lawrence Jang and Russ Salakhutdinov and Louis-Philippe Morency and Paul Pu Liang},
  year = {2024},
  url = {https://aclanthology.org/2024.emnlp-main.558},
  researchr = {https://researchr.org/publication/YuQJSML24},
  cites = {0},
  citedby = {0},
  pages = {10006-10030},
  booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024},
  editor = {Yaser Al-Onaizan and Mohit Bansal and Yun-Nung Chen},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-164-3},
}