Concepedia

Sparse Feature Aggregation

Sparse Feature Aggregation is a computational method that selectively combines a small subset of salient features from high-dimensional, sparsely activated representations to produce compact and informative aggregate feature vectors.

26

Publications

1.7K

Citations

99

Authors

42

Institutions

Publications per year

2017–2026

21

Parents

Publications

26

Learning A Sparse Transformer Network for Effective Image Deraining

Xiang Chen, Hao Li, Mingqiang Li et al. · 2023 · 439 citations

, , +14

Histograms of Sparse Codes for Object Detection

Xiaofeng Ren, Deva Ramanan · 2013 · 242 citations

, , +16

Sparse Graph Attention Networks

Shihao Ji · IEEE Transactions on Knowledge and Data Engineering · 2021 · 191 citations

, , +14

Joint distribution adaptation with diverse feature aggregation: A new transfer learning framework for bearing diagnosis across different machines

Shiyao Jia, Yafei Deng, Jun Lv et al. · Measurement · 2021 · 141 citations

, , +13

Efficient Non-local Contrastive Attention for Image Super-resolution

Bin Xia, Yucheng Hang, Yapeng Tian et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 102 citations · Full text

, , +12

1–5 of 26

Authors

99

  1. JP
    Jinshan Pan

    KTH Royal Institute of Technology, Sweden

    3 publications · 524 citations

    3

    h-index

  2. CH
    Congrui Hetang

    Beihang University, China

    2 publications · 42 citations

    2

    h-index

  3. ML
    Mingqiang Li

    Chinese University of Hong Kong, Hong Kong SAR China

    2 publications · 451 citations

    2

    h-index

  4. XC
    Xiang Chen

    Shenyang Aerospace University, China

    2 publications · 451 citations

    2

    h-index

  5. KL
    Kyogu Lee

    Seoul National University, South Korea

    1 publications · 17 citations

    1

    h-index

1–5 of 99

Institutions

42

  1. Nanjing University of Science and Technology

    Nanjing, China

    4 h-index

    12 publications

    1.7K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    6 publications

    73 citations

  3. University of Connecticut

    Storrs, United States

    1 h-index

    1 publications

    17 citations

  4. University of California, Irvine

    Irvine, United States

    1 h-index

    1 publications

    242 citations

  5. Georgia State University

    Atlanta, United States

    1 h-index

    2 publications

    382 citations

  6. China Electronics Technology Group Corporation

    Beijing, China

    1 h-index

    1 publications

    439 citations

  7. University of Geneva

    Geneva, Switzerland

    1 h-index

    2 publications

    96 citations

  8. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    4 publications

    100 citations

1–8 of 42

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 96 citations

    4

    h-index

  2. IEEE Access

    1 publications · 16 citations

    1

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 191 citations

    1

    h-index

  4. 1

    h-index

  5. IEEE Transactions on Multimedia

    1 publications · 16 citations

    1

    h-index

1–5