Concepedia

Weakly Supervised Object Recognition

Weakly Supervised Object Recognition is an object recognition paradigm that, unlike fully supervised approaches, relies on incomplete, imprecise, or noisy label information—such as image-level labels without bounding box annotations—to learn accurate object detectors or localizers.

149

Publications

23.3K

Citations

452

Authors

176

Institutions

Publications per year

2017–2026

101

Parents

Publications

149

CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features

Sangdoo Yun, Dongyoon Han, Sanghyuk Chun et al. · 2019 · 4.7K citations

, , +16

Caltech-UCSD Birds-200-2011 Dataset

Catherine Wah · CaltechAUTHORS (California Institute of Technology) · 2024 · 3.9K citations · Full text

, , +16

Is object localization for free? - Weakly-supervised learning with convolutional neural networks

Maxime Oquab, Léon Bottou, Ivan Laptev et al. · 2015 · 922 citations

, , +15

LayerCAM: Exploring Hierarchical Class Activation Maps for Localization

Peng-Tao Jiang, Chang–Bin Zhang, Qibin Hou et al. · IEEE Transactions on Image Processing · 2021 · 783 citations

, , +16

CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

Sangdoo Yun, Dongyoon Han, Seong Joon Oh et al. · arXiv (Cornell University) · 2019 · 614 citations · Full text

, , +16

1–5 of 149

Authors

452

  1. FW
    Fang Wan

    University of Chinese Academy of Sciences, China

    9 publications · 966 citations

    9

    h-index

  2. JC
    Junsuk Choe

    Naver (South Korea), South Korea

    8 publications · 6.1K citations

    8

    h-index

  3. QY
    Qixiang Ye

    University of Chinese Academy of Sciences, China

    7 publications · 793 citations

    7

    h-index

  4. YW
    Yunchao Wei

    Beijing Jiaotong University, China

    6 publications · 1.6K citations

    6

    h-index

  5. HS
    Hyunjung Shim

    Yonsei University, South Korea

    6 publications · 759 citations

    6

    h-index

1–5 of 452

Institutions

176

  1. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    37 publications

    4.7K citations

  2. University of Technology Sydney

    Sydney, Australia

    9 h-index

    17 publications

    1.7K citations

  3. University of Oxford

    Oxford, United Kingdom

    6 h-index

    8 publications

    994 citations

  4. Tencent (China)

    Shenzhen, China

    6 h-index

    11 publications

    817 citations

  5. Northwestern Polytechnical University

    Xi'an, China

    6 h-index

    19 publications

    1.1K citations

  6. Yonsei University

    Seoul, South Korea

    6 h-index

    11 publications

    6.3K citations

  7. National University of Singapore

    Singapore, Singapore

    6 h-index

    11 publications

    1.6K citations

  8. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    22 publications

    1.5K citations

1–8 of 176

Venues

  1. arXiv (Cornell University)

    Repository · 26 publications · 1.4K citations

    17

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 10 publications · 1.3K citations

    10

    h-index

  3. IEEE Transactions on Image Processing

    8 publications · 1.6K citations

    8

    h-index

  4. 4

    h-index

  5. Pattern Recognition

    4 publications · 199 citations

    4

    h-index

1–5