Concepedia

Semi-supervised Instance Segmentation

Semi-Supervised Instance Segmentation is an instance segmentation framework that leverages a limited set of fully annotated training samples alongside a larger pool of unlabeled or weakly labeled data to learn pixel-level object masks, distinguishing itself from fully supervised methods by reducing annotation dependency through semi-supervised learning strategies.

73

Publications

4K

Citations

372

Authors

156

Institutions

Publications per year

2017–2026

68

Parents

Publications

73

What Makes for Good Views for Contrastive Learning?

Yonglong Tian, Chen Sun, Ben Poole et al. · arXiv (Cornell University) · 2020 · 527 citations · Full text

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Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation

Yuyuan Liu, Yu Tian, Yuanhong Chen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 293 citations

, , +16

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Yingda Xia, Dong Yang, Zhiding Yu et al. · Medical Image Analysis · 2020 · 268 citations · Full text

, , +16

What Makes for Good Views for Contrastive Learning

Yonglong Tian, Chen Sun, Ben Poole et al. · arXiv (Cornell University) · 2020 · 183 citations · Full text

, , +16

Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation

Shuo Zhang, Jiaojiao Zhang, Biao Tian et al. · Medical Image Analysis · 2022 · 130 citations

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1–5 of 73

Authors

372

  1. CY
    Chenyu You

    Yale University, United States

    3 publications · 175 citations

    3

    h-index

  2. CS
    Cordelia Schmid

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

    2 publications · 710 citations

    2

    h-index

  3. SZ
    Shoujun Zhou

    Chinese Academy of Sciences, China

    2 publications · 91 citations

    2

    h-index

  4. LC
    Liujuan Cao

    Xiamen University, China

    2 publications · 56 citations

    2

    h-index

  5. VB
    Vasileios Belagiannis

    Technical University of Munich, Germany

    2 publications · 307 citations

    2

    h-index

1–5 of 372

Institutions

156

  1. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    19 publications

    580 citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    9 publications

    269 citations

  3. Harbin Institute of Technology

    Harbin, China

    3 h-index

    4 publications

    167 citations

  4. Sichuan University

    Chengdu, China

    3 h-index

    13 publications

    895 citations

  5. Shenzhen University

    Shenzhen, China

    3 h-index

    6 publications

    372 citations

  6. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    8 publications

    240 citations

  7. Shenzhen Institutes of Advanced Technology

    Shenzhen, China

    3 h-index

    10 publications

    311 citations

  8. Xiamen University

    Xiamen, China

    3 h-index

    9 publications

    274 citations

1–8 of 156

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 807 citations

    8

    h-index

  2. Medical Image Analysis

    5 publications · 563 citations

    5

    h-index

  3. Computers in Biology and Medicine

    3 publications · 106 citations

    3

    h-index

  4. 3

    h-index

  5. 3

    h-index

1–5