Concepedia

Siamese Retrieval Models

Siamese Retrieval Models is a retrieval framework that employs a twin neural network architecture to jointly encode query and document representations into a shared semantic space, enabling similarity-based ranking through symmetric parameter sharing and distance metric learning.

22

Publications

1.5K

Citations

85

Authors

48

Institutions

Publications per year

2017–2026

20

Parents

Publications

22

Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

Lee Xiong, Chenyan Xiong, Ye Li et al. · International Conference on Learning Representations · 2021 · 335 citations

, , +12

Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

Lee Xiong, Chenyan Xiong, Ye Li et al. · arXiv (Cornell University) · 2020 · 230 citations · Full text

, , +12

Sketch-based image retrieval via Siamese convolutional neural network

Yonggang Qi, Yi-Zhe Song, Honggang Zhang et al. · 2016 · 222 citations

, , +15

Siamese graph convolutional network for content based remote sensing image retrieval

Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya · Computer Vision and Image Understanding · 2019 · 114 citations

, , +13

Towards Accurate Duplicate Bug Retrieval Using Deep Learning Techniques

Jayati Deshmukh, K. M. Annervaz, Sanjay Podder et al. · 2017 · 102 citations

, , +10

1–5 of 22

Authors

85

  1. CX
    Chenyan Xiong

    Carnegie Mellon University, United States

    3 publications · 611 citations

    3

    h-index

  2. PN
    Paul N. Bennett

    Microsoft (United States), United States

    3 publications · 611 citations

    3

    h-index

  3. JL
    Jialin Liu

    Southern University of Science and Technology, China

    2 publications · 565 citations

    2

    h-index

  4. AO
    Arnold Overwijk

    Microsoft Research (United Kingdom), United Kingdom

    2 publications · 276 citations

    2

    h-index

  5. YL
    Ye Li

    Harbin Institute of Technology, China

    2 publications · 565 citations

    2

    h-index

1–5 of 85

Institutions

48

  1. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    15 publications

    2.9K citations

  2. Qilu University of Technology

    Jinan, China

    2 h-index

    4 publications

    155 citations

  3. Shandong Academy of Sciences

    Jinan, China

    2 h-index

    4 publications

    155 citations

  4. Shiraz University of Technology

    Shiraz, Iran

    1 h-index

    2 publications

    60 citations

  5. Microsoft (India)

    Hyderabad, India

    1 h-index

    1 publications

    79 citations

  6. Albert Einstein College of Medicine

    Bronx, United States

    1 h-index

    1 publications

    50 citations

  7. Hangzhou Dianzi University

    Hangzhou, China

    1 h-index

    1 publications

    11 citations

  8. RWTH Aachen University

    Aachen, Germany

    1 h-index

    3 publications

    36 citations

1–8 of 48

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 299 citations

    3

    h-index

  2. IEEE Transactions on Multimedia

    1 publications · 48 citations

    1

    h-index

  3. Multimedia Tools and Applications

    1 publications · 13 citations

    1

    h-index

  4. IEEE Transactions on Cybernetics

    1 publications · 11 citations

    1

    h-index

  5. Expert Systems with Applications

    1 publications · 30 citations

    1

    h-index

1–5