Concepedia

Future Frame Prediction

Future Frame Prediction is a self-supervised learning task that involves predicting subsequent visual frames in a video sequence based on prior frames, leveraging temporal coherence as supervisory signal.

198

Publications

24.8K

Citations

557

Authors

192

Institutions

Publications per year

2017–2026

174

Parents

Publications

198

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

, , +12

Future Frame Prediction for Anomaly Detection - A New Baseline

Wen Liu, Weixin Luo, Dongze Lian et al. · 2018 · 1.4K citations

, , +15

Generating Videos with Scene Dynamics

Carl Vondrick, Hamed Pirsiavash, Antonio Torralba · arXiv (Cornell University) · 2016 · 851 citations · Full text

, , +15

Generating Videos with Scene Dynamics

Carl Vondrick, Hamed Pirsiavash, Antonio Torralba · DSpace@MIT (Massachusetts Institute of Technology) · 2016 · 451 citations · Full text

, , +15

Action-Conditional Video Prediction using Deep Networks in Atari Games

Junhyuk Oh, Xiaoxiao Guo, Honglak Lee et al. · arXiv (Cornell University) · 2015 · 450 citations · Full text

, , +16

1–5 of 198

Authors

557

  1. HL
    Honglak Lee

    University of Michigan, United States

    8 publications · 1.6K citations

    8

    h-index

  2. RV
    Ruben Villegas

    University of Michigan, United States

    6 publications · 951 citations

    6

    h-index

  3. DE
    Dumitru Erhan

    Google (United States), United States

    6 publications · 392 citations

    6

    h-index

  4. SL
    Sergey Levine

    University of California, Berkeley, United States

    5 publications · 481 citations

    5

    h-index

  5. RF
    Rob Fergus

    New York University, United States

    4 publications · 401 citations

    4

    h-index

1–5 of 557

Institutions

192

  1. Stanford University

    Stanford, United States

    7 h-index

    16 publications

    1.1K citations

  2. Meta (Israel)

    Tel Aviv, Israel

    7 h-index

    15 publications

    2.7K citations

  3. University of Michigan

    Ann Arbor, United States

    6 h-index

    19 publications

    4.3K citations

  4. New York University

    New York, United States

    6 h-index

    11 publications

    1.4K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    10 publications

    2.8K citations

  6. University of California, Berkeley

    Berkeley, United States

    5 h-index

    16 publications

    900 citations

  7. Peking University

    Beijing, China

    5 h-index

    12 publications

    441 citations

  8. Tsinghua University

    Beijing, China

    5 h-index

    16 publications

    792 citations

1–8 of 192

Venues

  1. arXiv (Cornell University)

    Repository · 50 publications · 5.5K citations

    27

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 277 citations

    8

    h-index

  3. 8

    h-index

  4. IEEE Access

    8 publications · 381 citations

    8

    h-index

  5. 7

    h-index

1–5