Concepedia

Semi-supervised Labeling

Semi-Supervised Labeling is a data annotation methodology within image labeling that combines a small set of manually labeled examples with a larger set of unlabeled data to improve labeling accuracy through iterative learning, thereby reducing the dependency on extensive human-annotated datasets.

160

Publications

7.7K

Citations

608

Authors

255

Institutions

Publications per year

2017–2026

118

Parents

Publications

160

Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study

Isaac Triguero, Salvador García, Francisco Herrera · Knowledge and Information Systems · 2013 · 574 citations

, , +13

Meta Pseudo Labels

Hieu Pham, Zihang Dai, Qizhe Xie et al. · 2021 · 505 citations

, , +12

NLNL: Negative Learning for Noisy Labels

Young‐Dong Kim, Junho Yim, Juseung Yun et al. · 2019 · 302 citations

, , +14

Active co-analysis of a set of shapes

Yunhai Wang, Shmulik Asafi, Oliver van Kaick et al. · ACM Transactions on Graphics · 2012 · 264 citations

, , +16

Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method

Bindita Chaudhuri, Begüm Demir, Subhasis Chaudhuri et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 230 citations

, , +16

1–5 of 160

Authors

608

  1. ML
    Mirella Lapata

    University of Edinburgh, United Kingdom

    4 publications · 168 citations

    4

    h-index

  2. QX
    Qizhe Xie

    Carnegie Mellon University, United States

    3 publications · 553 citations

    3

    h-index

  3. ZD
    Zihang Dai

    Google (United States), United States

    3 publications · 553 citations

    3

    h-index

  4. HF
    Hagen Fürstenau

    Saarland University, Germany

    3 publications · 142 citations

    3

    h-index

  5. QV
    Quoc V. Le

    Google (United States), United States

    3 publications · 553 citations

    3

    h-index

1–5 of 608

Institutions

255

  1. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    13 publications

    932 citations

  2. Xidian University

    Xi'an, China

    5 h-index

    10 publications

    270 citations

  3. Nanjing University

    Nanjing, China

    4 h-index

    14 publications

    714 citations

  4. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    5 publications

    194 citations

  5. Columbia University

    New York, United States

    3 h-index

    5 publications

    155 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    3 h-index

    6 publications

    196 citations

  7. Stanford University

    Stanford, United States

    3 h-index

    7 publications

    385 citations

  8. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    6 publications

    149 citations

1–8 of 255

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 172 citations

    9

    h-index

  2. Neurocomputing

    4 publications · 72 citations

    4

    h-index

  3. IEEE Access

    4 publications · 95 citations

    4

    h-index

  4. IEEE Transactions on Medical Imaging

    3 publications · 101 citations

    3

    h-index

  5. Sensors

    3 publications · 106 citations

    3

    h-index

1–5