Concepedia

Cross-feature Aggregation

Cross-Feature Aggregation is a feature engineering method that integrates information across distinct feature dimensions or modalities to enhance representational capacity by capturing higher-order interactions beyond univariate or intra-feature transformations.

14

Publications

2K

Citations

62

Authors

38

Institutions

Publications per year

2017–2026

14

Parents

Publications

14

F³Net: Fusion, Feedback and Focus for Salient Object Detection

Jun Wei, Shuhui Wang, Qingming Huang · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 1K citations · Full text

, , +14

Cross-level Feature Aggregation Network for Polyp Segmentation

Tao Zhou, Yi Zhou, Kelei He et al. · Pattern Recognition · 2023 · 306 citations

, , +13

GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering

Weiqing Yan, Yuanyang Zhang, Chenlei Lv et al. · 2023 · 150 citations

, , +15

CFANet: Efficient Detection of UAV Image Based on Cross-Layer Feature Aggregation

Yunzuo Zhang, Cunyu Wu, Wei Guo et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 119 citations

, , +15

F3Net: Fusion, Feedback and Focus for Salient Object Detection

Jun Wei, Shuhui Wang, Qingming Huang · arXiv (Cornell University) · 2019 · 113 citations · Full text

, , +14

1–5 of 14

Authors

62

  1. QH
    Qingming Huang

    University of Chinese Academy of Sciences, China

    2 publications · 1.2K citations

    2

    h-index

  2. JW
    Jun Wei

    Institute of Computing Technology, China

    2 publications · 1.2K citations

    2

    h-index

  3. SW
    Shuhui Wang

    Chinese Academy of Sciences, China

    2 publications · 1.2K citations

    2

    h-index

  4. YZ
    Yunzuo Zhang

    Shijiazhuang Tiedao University, China

    1 publications · 119 citations

    1

    h-index

  5. TZ
    Tian Zhang

    Shijiazhuang Tiedao University, China

    1 publications · 119 citations

    1

    h-index

1–5 of 62

Institutions

38

  1. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    3.4K citations

  2. Institute of Computing Technology

    Beijing, China

    2 h-index

    5 publications

    3.4K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    3 publications

    2.2K citations

  4. Shenzhen University

    Shenzhen, China

    2 h-index

    2 publications

    175 citations

  5. Beijing Institute of Technology

    Beijing, China

    2 h-index

    2 publications

    153 citations

  6. Nanjing Medical University

    Nanjing, China

    2 h-index

    2 publications

    342 citations

  7. Beijing University of Technology

    Beijing, China

    1 h-index

    2 publications

    28 citations

  8. Nanjing University of Science and Technology

    Nanjing, China

    1 h-index

    3 publications

    918 citations

1–8 of 38

Venues

  1. Knowledge-Based Systems

    1 publications · 27 citations

    1

    h-index

  2. 1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 113 citations

    1

    h-index

  4. Information Sciences

    1 publications · 25 citations

    1

    h-index

  5. Information Fusion

    1 publications · 36 citations

    1

    h-index

1–5