Concepedia

Semantic Hashing

Semantic Hashing is a dimensionality reduction technique in text representation that maps high-dimensional semantic information of documents into compact binary codes such that semantically similar documents are represented by similar hash codes.

188

Publications

13.8K

Citations

597

Authors

218

Institutions

Publications per year

2017–2026

141

Parents

Publications

188

Spectral Hashing

Yair Weiss, Antonio Torralba, Rob Fergus · neural information processing systems · 2008 · 2.1K citations

, , +14

Learning to Hash with Binary Reconstructive Embeddings

Brian Kulis, Trevor Darrell · UC Berkeley · 2009 · 811 citations

, , +15

Semantics-preserving hashing for cross-view retrieval

Zijia Lin, Guiguang Ding, Mingqing Hu et al. · 2015 · 567 citations

, , +16

Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval

Yuxi Sun, Yunming Ye, Jian Kang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 465 citations

, , +13

Using very deep autoencoders for content-based image retrieval.

Alex Krizhevsky, Geoffrey E. Hinton · 2011 · 375 citations

, , +16

1–5 of 188

Authors

597

  1. CD
    Cheng Deng

    Xidian University, China

    8 publications · 616 citations

    8

    h-index

  2. LZ
    Lei Zhu

    Shandong Normal University, China

    6 publications · 610 citations

    6

    h-index

  3. ZC
    Zhiyong Cheng

    Qilu University of Technology, China

    6 publications · 563 citations

    6

    h-index

  4. LL
    Li Liu

    Shandong Normal University, China

    6 publications · 182 citations

    6

    h-index

  5. FS
    Fumin Shen

    University of Electronic Science and Technology of China, China

    6 publications · 363 citations

    6

    h-index

1–5 of 597

Institutions

218

  1. Chinese Academy of Sciences

    Beijing, China

    16 h-index

    39 publications

    2.7K citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    14 h-index

    30 publications

    2.1K citations

  3. Nanjing University of Science and Technology

    Nanjing, China

    12 h-index

    27 publications

    1.7K citations

  4. Xidian University

    Xi'an, China

    12 h-index

    36 publications

    2.8K citations

  5. Harbin Institute of Technology

    Harbin, China

    11 h-index

    31 publications

    2.4K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    20 publications

    1.2K citations

  7. Tsinghua University

    Beijing, China

    9 h-index

    26 publications

    3.4K citations

  8. Peking University

    Beijing, China

    9 h-index

    15 publications

    652 citations

1–8 of 218

Venues

  1. Neurocomputing

    14 publications · 380 citations

    14

    h-index

  2. IEEE Transactions on Image Processing

    14 publications · 1.1K citations

    13

    h-index

  3. IEEE Transactions on Multimedia

    11 publications · 566 citations

    11

    h-index

  4. IEEE Transactions on Cybernetics

    10 publications · 594 citations

    10

    h-index

  5. 8

    h-index

1–5