Concepedia

Curriculum Learning

Curriculum Learning is a machine learning training strategy that organizes data or tasks in a predetermined sequence of increasing complexity to improve model convergence and generalization by mimicking the pedagogical progression observed in human learning.

346

Publications

38.6K

Citations

1.3K

Authors

373

Institutions

Publications per year

2017–2026

302

Parents

Publications

346

A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar · Journal Of Big Data · 2019 · 12.4K citations · Full text

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Curriculum learning

Yoshua Bengio, Jérôme Louradour, Ronan Collobert et al. · 2009 · 5K citations · Full text

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Human-in-the-loop machine learning: a state of the art

Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos et al. · Artificial Intelligence Review · 2022 · 846 citations · Full text

, , +10

A Survey on Curriculum Learning

Xin Wang, Yudong Chen, Wenwu Zhu · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 625 citations

, , +12

CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

Yuge Huang, Yuhan Wang, Ying Tai et al. · 2020 · 560 citations

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1–5 of 346

Authors

1.3K

  1. SN
    Sanmit Narvekar

    The University of Texas at Austin, United States

    7 publications · 525 citations

    7

    h-index

  2. PS
    Peter Stone

    The University of Texas at Austin, United States

    6 publications · 551 citations

    6

    h-index

  3. PO
    Pierre‐Yves Oudeyer

    Institut national de recherche en sciences et technologies du numérique, France

    5 publications · 317 citations

    5

    h-index

  4. JS
    Jivko Sinapov

    Iowa State University, United States

    5 publications · 503 citations

    5

    h-index

  5. TZ
    Tianyi Zhou

    University of Technology Sydney, Australia

    4 publications · 191 citations

    4

    h-index

1–5 of 1.3K

Institutions

373

  1. Tsinghua University

    Beijing, China

    16 h-index

    48 publications

    4.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    54 publications

    2.9K citations

  3. Tencent (China)

    Shenzhen, China

    10 h-index

    31 publications

    4.5K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    22 publications

    923 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    26 publications

    2.6K citations

  6. Johns Hopkins University

    Baltimore, United States

    8 h-index

    21 publications

    1.1K citations

  7. University of Oxford

    Oxford, United Kingdom

    7 h-index

    18 publications

    1.7K citations

  8. The University of Texas at Austin

    Austin, United States

    7 h-index

    18 publications

    1.5K citations

1–8 of 373

Venues

  1. arXiv (Cornell University)

    Repository · 45 publications · 2.7K citations

    27

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 13 publications · 1.2K citations

    13

    h-index

  3. 5

    h-index

  4. IEEE Robotics and Automation Letters

    5 publications · 335 citations

    5

    h-index

  5. IEEE Access

    4 publications · 112 citations

    4

    h-index

1–5