Concepedia

Focal Loss

Focal Loss is a modified cross-entropy loss function designed to address class imbalance by down-weighting the contribution of easy-to-classify examples and focusing training on hard, misclassified examples.

696

Publications

76.9K

Citations

3K

Authors

848

Institutions

Publications per year

2017–2026

581

Parents

Publications

696

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 25.7K citations

, , +15

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 9.6K citations

, , +15

Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection

Shifeng Zhang, Cheng Chi, Yongqiang Yao et al. · 2020 · 2.2K citations

, , +11

Focal and efficient IOU loss for accurate bounding box regression

Yifan Zhang, Weiqiang Ren, Zhang Zhang et al. · Neurocomputing · 2022 · 1.9K citations

, , +14

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · arXiv (Cornell University) · 2017 · 1.4K citations · Full text

, , +15

1–5 of 696

Authors

3K

  1. WW
    Wenhai Wang

    Nanjing University, China

    4 publications · 1.4K citations

    5

    h-index

  2. CC
    Chen Change Loy

    Nanyang Technological University, Singapore

    5 publications · 689 citations

    5

    h-index

  3. JT
    Jinhui Tang

    Nanjing University of Science and Technology, China

    3 publications · 1.2K citations

    4

    h-index

  4. XH
    Xiaolin Hu

    Tsinghua University, China

    3 publications · 1.2K citations

    4

    h-index

  5. NK
    Naimul Khan

    Toronto Metropolitan University, Canada

    4 publications · 957 citations

    4

    h-index

1–5 of 3K

Institutions

848

  1. Chinese Academy of Sciences

    Beijing, China

    24 h-index

    93 publications

    14.4K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    17 h-index

    59 publications

    10.8K citations

  3. National University of Defense Technology

    Changsha, China

    12 h-index

    27 publications

    1.2K citations

  4. University of Science and Technology of China

    Hefei, China

    11 h-index

    21 publications

    575 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    11 h-index

    33 publications

    890 citations

  6. Tsinghua University

    Beijing, China

    10 h-index

    22 publications

    1.2K citations

  7. Northwestern Polytechnical University

    Xi'an, China

    10 h-index

    29 publications

    2.2K citations

  8. Xidian University

    Xi'an, China

    10 h-index

    34 publications

    1K citations

1–8 of 848

Venues

  1. IEEE Access

    40 publications · 2.1K citations

    28

    h-index

  2. arXiv (Cornell University)

    Repository · 36 publications · 3.2K citations

    21

    h-index

  3. Sensors

    23 publications · 1.1K citations

    20

    h-index

  4. Remote Sensing

    18 publications · 968 citations

    15

    h-index

  5. 12

    h-index

1–5