Concepedia

Multimodal Inference

Multimodal Inference is a cognitive process within inferential comprehension that integrates and interprets information from multiple representational modes—such as linguistic, visual, auditory, and gestural inputs—to generate coherent, implicit understandings that transcend the individual modalities.

61

Publications

2.7K

Citations

313

Authors

125

Institutions

Publications per year

2017–2026

44

Parents

Publications

61

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Yue Xiang, Yuansheng Ni, Tianyu Zheng et al. · 2024 · 245 citations

, , +14

A Multimodal Event-Driven LSTM Model for Stock Prediction Using Online News

Qing Li, Jinghua Tan, Jun Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 204 citations

, , +14

The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Zhengyuan Yang, Linjie Li, Kevin Lin et al. · arXiv (Cornell University) · 2023 · 169 citations · Full text

, , +14

The role of interoceptive inference in theory of mind

Sasha Ondobaka, James M. Kilner, Karl Friston · Brain and Cognition · 2015 · 155 citations · Full text

, , +12

Multimodal Chain-of-Thought Reasoning in Language Models

Zhuosheng Zhang, Aston Zhang, Mu Li et al. · arXiv (Cornell University) · 2023 · 98 citations · Full text

, , +16

1–5 of 61

Authors

313

  1. DH
    Demis Hassabis

    Google DeepMind (United Kingdom), United Kingdom

    3 publications · 116 citations

    3

    h-index

  2. MB
    Matthew Botvinick

    Princeton University, United States

    3 publications · 116 citations

    3

    h-index

  3. CB
    Christopher Burgess

    Menzies School of Health Research, Australia

    3 publications · 116 citations

    3

    h-index

  4. IH
    Irina Higgins

    Google (United States), United States

    3 publications · 116 citations

    3

    h-index

  5. NS
    Nicolas Sonnerat

    Google DeepMind (United Kingdom), United Kingdom

    3 publications · 116 citations

    3

    h-index

1–5 of 313

Institutions

125

  1. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    5 publications

    249 citations

  2. University of Minnesota

    Minneapolis, United States

    2 h-index

    7 publications

    330 citations

  3. Institute of Information Engineering

    Beijing, China

    2 h-index

    2 publications

    89 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    419 citations

  5. University College London

    London, United Kingdom

    2 h-index

    5 publications

    545 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    5 publications

    126 citations

  7. IBM (United States)

    Armonk, United States

    2 h-index

    5 publications

    151 citations

  8. Peng Cheng Laboratory

    Shenzhen, China

    2 h-index

    3 publications

    108 citations

1–8 of 125

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 566 citations

    12

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 74 citations

    3

    h-index

  3. Information Fusion

    2 publications · 139 citations

    2

    h-index

  4. Psychonomic Bulletin & Review

    1 publications · 70 citations

    1

    h-index

  5. Topics in Cognitive Science

    1 publications · 51 citations

    1

    h-index

1–5