Concepedia

Self-supervised Object Recognition

Self-Supervised Object Recognition is a machine learning paradigm within object recognition that leverages unlabeled data to generate supervisory signals from the input itself, enabling the model to learn discriminative features without explicit human-annotated labels.

49

Publications

4.2K

Citations

208

Authors

70

Institutions

Publications per year

2017–2026

40

Parents

Publications

49

Look, Listen and Learn

Relja Arandjelović, Andrew Zisserman · 2017 · 765 citations

, , +16

Dense Contrastive Learning for Self-Supervised Visual Pre-Training

Xinlong Wang, Rufeng Zhang, Chunhua Shen et al. · 2021 · 603 citations

, , +11

SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud

Zheng Wu, Weiliang Tang, Li Jiang et al. · 2021 · 422 citations

, , +14

Self-Supervised Pretraining of 3D Features on any Point-Cloud

Zaiwei Zhang, Rohit Girdhar, Armand Joulin et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 271 citations

, , +16

Transitive Invariance for Self-Supervised Visual Representation Learning

Xiaolong Wang, Kaiming He, Abhinav Gupta · 2017 · 182 citations

, , +16

1–5 of 49

Authors

208

  1. AG
    Abhinav Gupta

    Carnegie Mellon University, United States

    4 publications · 353 citations

    4

    h-index

  2. HX
    Hang Xu

    Huawei Technologies (Sweden), Sweden

    3 publications · 199 citations

    3

    h-index

  3. AZ
    Andrew Zisserman

    University of Oxford, United Kingdom

    3 publications · 821 citations

    3

    h-index

  4. CY
    Chaoqiang Ye

    Huawei Technologies (Sweden), Sweden

    2 publications · 166 citations

    2

    h-index

  5. CX
    Chunjing Xu

    The University of Sydney, Australia

    2 publications · 166 citations

    2

    h-index

1–5 of 208

Institutions

70

  1. University of Oxford

    Oxford, United Kingdom

    5 h-index

    10 publications

    1K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    11 publications

    732 citations

  3. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    3 h-index

    5 publications

    329 citations

  4. Google (United States)

    Mountain View, United States

    2 h-index

    2 publications

    161 citations

  5. Harbin Institute of Technology

    Harbin, China

    2 h-index

    4 publications

    200 citations

  6. Meta (Israel)

    Tel Aviv, Israel

    2 h-index

    5 publications

    1.3K citations

  7. Jingdong (China)

    Beijing, China

    2 h-index

    7 publications

    388 citations

  8. Google DeepMind (United Kingdom)

    London, United Kingdom

    2 h-index

    4 publications

    1.6K citations

1–8 of 70

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 718 citations

    13

    h-index

  2. 4

    h-index

  3. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 2 publications · 334 citations

    2

    h-index

  4. Neural Information Processing Systems

    Conference · 2 publications · 36 citations

    2

    h-index

  5. 1

    h-index

1–5