Concepedia

Pairwise Loss

Pairwise Loss is a type of loss function in machine learning that quantifies the discrepancy between ordered pairs of predictions by penalizing inversions in relative ranking, thereby optimizing models for tasks involving pairwise comparison or preference learning.

144

Publications

9.5K

Citations

502

Authors

194

Institutions

Publications per year

2017–2026

108

Parents

Publications

144

Circle Loss: A Unified Perspective of Pair Similarity Optimization

Yifan Sun, Changmao Cheng, Yuhan Zhang et al. · 2020 · 921 citations

, , +16

Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning

Xun Wang, Xintong Han, Weilin Huang et al. · 2019 · 823 citations

, , +12

Sigmoid Loss for Language Image Pre-Training

Xiaohua Zhai, Basil Mustafa, Lucas Beyer · 2023 · 634 citations

, , +10

End-to-End Neural Ad-hoc Ranking with Kernel Pooling

Chenyan Xiong, Zhuyun Dai, Jamie Callan et al. · 2017 · 572 citations · Full text

, , +15

Deep Cauchy Hashing for Hamming Space Retrieval

Yue Cao, Mingsheng Long, Bin Liu et al. · 2018 · 389 citations

, , +16

1–5 of 144

Authors

502

  1. YY
    Yiming Ying

    University at Albany, State University of New York, United States

    4 publications · 90 citations

    4

    h-index

  2. YL
    Yunwen Lei

    City University of Hong Kong, Hong Kong SAR China

    3 publications · 43 citations

    3

    h-index

  3. DZ
    Ding‐Xuan Zhou

    City University of Hong Kong, Hong Kong SAR China

    3 publications · 86 citations

    3

    h-index

  4. XT
    Xiaoguang Tu

    University of Electronic Science and Technology of China, China

    2 publications · 111 citations

    2

    h-index

  5. YW
    Yichen Wei

    Microsoft Research Asia (China), China

    2 publications · 1K citations

    2

    h-index

1–5 of 502

Institutions

194

  1. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    22 publications

    649 citations

  2. Tsinghua University

    Beijing, China

    9 h-index

    19 publications

    2.4K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    7 h-index

    13 publications

    309 citations

  4. Beihang University

    Beijing, China

    6 h-index

    13 publications

    1.7K citations

  5. University at Albany, State University of New York

    Albany, United States

    4 h-index

    5 publications

    102 citations

  6. City University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    155 citations

  7. University of Science and Technology of China

    Hefei, China

    4 h-index

    8 publications

    1.1K citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    11 publications

    869 citations

1–8 of 194

Venues

  1. arXiv (Cornell University)

    Repository · 16 publications · 447 citations

    12

    h-index

  2. 5

    h-index

  3. IEEE Access

    4 publications · 66 citations

    4

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 178 citations

    4

    h-index

  5. IEEE Transactions on Multimedia

    4 publications · 349 citations

    4

    h-index

1–5