Concepedia

Cross-modal Prediction

Cross-Modal Prediction is a predictive modeling framework that integrates and aligns information from disparate sensory modalities—such as visual, LiDAR, and radar data—to forecast the future states of traffic participants by leveraging the complementary strengths of each modality within a unified spatiotemporal representation.

57

Publications

3.3K

Citations

220

Authors

104

Institutions

Publications per year

2017–2026

40

Parents

Publications

57

Predicting a changing taste: Do people know what they will like?

Daniel Kahneman, Jackie Snell · Journal of Behavioral Decision Making · 1992 · 532 citations

, , +11

Self-Supervised Learning by Cross-Modal Audio-Video Clustering

Humam Alwassel, Dhruv Mahajan, Bruno Korbar et al. · arXiv (Cornell University) · 2019 · 251 citations · Full text

, , +16

Psychoacoustic cues to emotion in speech prosody and music

Eduardo Coutinho, Nicola Dibben · Cognition & Emotion · 2012 · 163 citations

, , +16

Associative Prediction of Visual Shape in the Hippocampus

Peter Kok, Nicholas B. Turk‐Browne · Journal of Neuroscience · 2018 · 135 citations · Full text

, , +17

Connecting Touch and Vision via Cross-Modal Prediction

Yunzhu Li, Jun-Yan Zhu, Russ Tedrake et al. · 2019 · 127 citations

, , +17

1–5 of 57

Authors

220

  1. LT
    Lorenzo Torresani

    Dartmouth College, United States

    2 publications · 308 citations

    2

    h-index

  2. BK
    Bruno Korbar

    Dartmouth College, United States

    2 publications · 308 citations

    2

    h-index

  3. AT
    Antonio Torralba

    Massachusetts Institute of Technology, United States

    2 publications · 137 citations

    2

    h-index

  4. RT
    Russ Tedrake

    Massachusetts Institute of Technology, United States

    2 publications · 137 citations

    2

    h-index

  5. JZ
    Jun-Yan Zhu

    Carnegie Mellon University, United States

    2 publications · 137 citations

    2

    h-index

1–5 of 220

Institutions

104

  1. Tsinghua University

    Beijing, China

    3 h-index

    6 publications

    277 citations

  2. University of California, Berkeley

    Berkeley, United States

    2 h-index

    5 publications

    1.2K citations

  3. University of Science and Technology of China

    Hefei, China

    2 h-index

    8 publications

    162 citations

  4. Harvard University

    Cambridge, United States

    2 h-index

    11 publications

    1.1K citations

  5. Institute for Infocomm Research

    Singapore, Singapore

    2 h-index

    4 publications

    100 citations

  6. Google DeepMind (United Kingdom)

    London, United Kingdom

    2 h-index

    2 publications

    62 citations

  7. Nanjing University of Posts and Telecommunications

    Nanjing, China

    2 h-index

    7 publications

    186 citations

  8. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    7 publications

    130 citations

1–8 of 104

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 290 citations

    3

    h-index

  2. Pattern Recognition

    2 publications · 87 citations

    2

    h-index

  3. Cerebral Cortex

    2 publications · 205 citations

    2

    h-index

  4. Journal of Behavioral Decision Making

    1 publications · 532 citations

    1

    h-index

  5. 1

    h-index

1–5