Nature Communications (Jun 2022)

Towards artificial general intelligence via a multimodal foundation model

  • Nanyi Fei,
  • Zhiwu Lu,
  • Yizhao Gao,
  • Guoxing Yang,
  • Yuqi Huo,
  • Jingyuan Wen,
  • Haoyu Lu,
  • Ruihua Song,
  • Xin Gao,
  • Tao Xiang,
  • Hao Sun,
  • Ji-Rong Wen

DOI
https://doi.org/10.1038/s41467-022-30761-2
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 13

Abstract

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Artificial intelligence approaches inspired by human cognitive function have usually single learned ability. The authors propose a multimodal foundation model that demonstrates the cross-domain learning and adaptation for broad range of downstream cognitive tasks.