Concepedia

Few-shot Object Detection

Few-Shot Object Detection is a subfield of object detection in computer vision that focuses on recognizing and localizing novel object categories from a limited number of annotated training examples, typically ranging from one to few instances per class.

159

Publications

11.2K

Citations

621

Authors

158

Institutions

Publications per year

2017–2026

156

Parents

Publications

159

Few-Shot Object Detection via Feature Reweighting

Bingyi Kang, Zhuang Liu, Xin Wang et al. · 2019 · 798 citations

, , +9

Few-Shot Object Detection With Attention-RPN and Multi-Relation Detector

Qi Fan, Wei Zhuo, Chi–Keung Tang et al. · 2020 · 622 citations

, , +8

FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding

Bo Sun, Banghuai Li, Shengcai Cai et al. · 2021 · 520 citations

, , +11

RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection

Leonid Karlinsky, Joseph Shtok, Sivan Harary et al. · 2019 · 396 citations

, , +12

Learning Deep Object Detectors from 3D Models

Xingchao Peng, Baochen Sun, Karim Ali et al. · 2015 · 350 citations

, , +16

1–5 of 159

Authors

621

  1. TD
    Trevor Darrell

    University of California, Berkeley, United States

    5 publications · 1.3K citations

    5

    h-index

  2. JM
    Jiawei Ma

    Zhejiang A & F University, China

    5 publications · 593 citations

    5

    h-index

  3. FY
    Fisher Yu

    University of California, Berkeley, United States

    4 publications · 1.2K citations

    4

    h-index

  4. JF
    Jiashi Feng

    National University of Singapore, Singapore

    4 publications · 1.2K citations

    4

    h-index

  5. YW
    Yu-Xiong Wang

    Carnegie Mellon University, United States

    4 publications · 483 citations

    4

    h-index

1–5 of 621

Institutions

158

  1. University of Chinese Academy of Sciences

    Beijing, China

    14 h-index

    59 publications

    4.2K citations

  2. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    50 publications

    3K citations

  3. Tsinghua University

    Beijing, China

    7 h-index

    11 publications

    369 citations

  4. National University of Singapore

    Singapore, Singapore

    7 h-index

    30 publications

    4.2K citations

  5. Beihang University

    Beijing, China

    6 h-index

    24 publications

    676 citations

  6. Tongji University

    Shanghai, China

    6 h-index

    12 publications

    616 citations

  7. Aerospace Information Research Institute

    Beijing, China

    5 h-index

    27 publications

    1.4K citations

  8. Xidian University

    Xi'an, China

    5 h-index

    9 publications

    784 citations

1–8 of 158

Venues

  1. arXiv (Cornell University)

    Repository · 26 publications · 560 citations

    17

    h-index

  2. 11

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 8 publications · 647 citations

    8

    h-index

  4. 6

    h-index

  5. Remote Sensing

    5 publications · 169 citations

    5

    h-index

1–5