Concepedia

Cross-entropy Loss

Cross-Entropy Loss is a loss function that measures the dissimilarity between predicted probability distributions and true class labels in classification tasks by quantifying the divergence using the negative log-likelihood of the correct class under the softmax or sigmoid output.

1.3K

Publications

136.4K

Citations

4.9K

Authors

1.3K

Institutions

Publications per year

2017–2026

1.2K

Parents

Publications

1.3K

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

Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li, Haoran Xie et al. · 2017 · 5.2K citations

, , +13

A Tutorial on the Cross-Entropy Method

Pieter-Tjerk de Boer, Dirk P. Kroese, Shie Mannor et al. · Annals of Operations Research · 2005 · 3K citations · Full text

, , +10

BASNet: Boundary-Aware Salient Object Detection

Xuebin Qin, Zichen Zhang, Chenyang Huang et al. · 2019 · 1.6K citations

, , +14

1–5 of 1.3K

Authors

4.9K

  1. IB
    Ismail Ben Ayed

    École de Technologie Supérieure, Canada

    8 publications · 282 citations

    8

    h-index

  2. RY
    Raymond Y.K. Lau

    City University of Hong Kong, Hong Kong SAR China

    6 publications · 5.8K citations

    6

    h-index

  3. XW
    Xiaogang Wang

    European Organization for Nuclear Research, Switzerland

    6 publications · 1.3K citations

    6

    h-index

  4. QL
    Qing Li

    City University of Hong Kong, Hong Kong SAR China

    6 publications · 5.8K citations

    6

    h-index

  5. DY
    Dong Yu

    Microsoft (United States), United States

    6 publications · 547 citations

    6

    h-index

1–5 of 4.9K

Institutions

1.3K

  1. Chinese Academy of Sciences

    Beijing, China

    27 h-index

    144 publications

    12.2K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    22 h-index

    78 publications

    9.7K citations

  3. Tsinghua University

    Beijing, China

    22 h-index

    88 publications

    5K citations

  4. Zhejiang University

    Hangzhou, China

    21 h-index

    72 publications

    6.6K citations

  5. Peking University

    Beijing, China

    18 h-index

    52 publications

    7.6K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    18 h-index

    88 publications

    5.7K citations

  7. Wuhan University

    Wuhan, China

    17 h-index

    66 publications

    3.1K citations

  8. Google (United States)

    Mountain View, United States

    16 h-index

    58 publications

    5.5K citations

1–8 of 1.3K

Venues

  1. arXiv (Cornell University)

    Repository · 209 publications · 15.2K citations

    55

    h-index

  2. IEEE Access

    71 publications · 4.7K citations

    37

    h-index

  3. Remote Sensing

    31 publications · 1.1K citations

    23

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 30 publications · 2.8K citations

    23

    h-index

  5. 17

    h-index

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