Concepedia

Ranking Loss

Ranking Loss is a type of loss function used in machine learning that penalizes incorrect relative ordering of predicted scores by enforcing a margin between the scores of positive and negative instances in ranking tasks.

289

Publications

23.7K

Citations

988

Authors

293

Institutions

Publications per year

2017–2026

203

Variants

Ranking Losses

Parents

Publications

289

Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition

Jianlong Fu, Heliang Zheng, Tao Mei · 2017 · 1.5K citations

, , +16

Unsupervised Learning of Visual Representations Using Videos

Xiaolong Wang, Abhinav Gupta · 2015 · 967 citations

, , +16

Recurrent Neural Networks with Top-k Gains for Session-based Recommendations

Balázs Hidasi, Alexandros Karatzoglou · 2018 · 939 citations · Full text

, , +16

Simultaneous feature learning and hash coding with deep neural networks

Hanjiang Lai, Yan Pan, Ye Liu et al. · 2015 · 923 citations · Full text

, , +16

NetVLAD: CNN Architecture for Weakly Supervised Place Recognition

Relja Arandjelović, Petr Gronát, Akihiko Torii et al. · 2016 · 647 citations · Full text

, , +15

1–5 of 289

Authors

988

  1. XW
    Xuanhui Wang

    Google (United States), United States

    5 publications · 251 citations

    5

    h-index

  2. ZZ
    Zhi‐Hua Zhou

    Nanjing University, China

    5 publications · 248 citations

    5

    h-index

  3. MB
    Michael Bendersky

    Google (United States), United States

    5 publications · 251 citations

    5

    h-index

  4. MN
    Marc Najork

    Google (United States), United States

    4 publications · 185 citations

    4

    h-index

  5. SA
    Shivani Agarwal

    Indian Institute of Science Bangalore, India

    4 publications · 100 citations

    4

    h-index

1–5 of 988

Institutions

293

  1. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    43 publications

    2.2K citations

  2. Google (United States)

    Mountain View, United States

    12 h-index

    37 publications

    2.6K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    42 publications

    2.1K citations

  4. Tencent (China)

    Shenzhen, China

    10 h-index

    15 publications

    1.4K citations

  5. University of Science and Technology of China

    Hefei, China

    9 h-index

    23 publications

    3.1K citations

  6. Nanjing University

    Nanjing, China

    8 h-index

    18 publications

    878 citations

  7. Zhejiang University

    Hangzhou, China

    8 h-index

    30 publications

    848 citations

  8. Peking University

    Beijing, China

    7 h-index

    18 publications

    693 citations

1–8 of 293

Venues

  1. arXiv (Cornell University)

    Repository · 41 publications · 2.6K citations

    24

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 12 publications · 857 citations

    11

    h-index

  3. IEEE Transactions on Multimedia

    10 publications · 372 citations

    10

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 7 publications · 227 citations

    7

    h-index

  5. IEEE Transactions on Image Processing

    6 publications · 302 citations

    6

    h-index

1–5