Concepedia

Attention-based Aggregation

Attention-Based Aggregation is a gather operation that selectively combines input elements through weighted summation, where the weights are dynamically computed by an attention mechanism to emphasize contextually relevant contributions.

65

Publications

4.6K

Citations

288

Authors

128

Institutions

Publications per year

2017–2026

62

Parents

Publications

65

ISNet: Shape Matters for Infrared Small Target Detection

Mingjin Zhang, Rui Zhang, Yuxiang Yang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 578 citations

, , +16

On the Integration of Self-Attention and Convolution

Xuran Pan, Chunjiang Ge, Rui Lü et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 526 citations

, , +14

Dual Aggregation Transformer for Image Super-Resolution

Zheng Chen, Yulun Zhang, Jinjin Gu et al. · 2023 · 385 citations

, , +16

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-Based Sequence to Sequence Network

Xinhai Liu, Zhizhong Han, Yu-Shen Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 332 citations · Full text

, , +14

Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition

Jungho Lee, Minhyeok Lee, Dogyoon Lee et al. · 2023 · 264 citations

, , +13

1–5 of 65

Authors

288

  1. ML
    Minhyeok Lee

    Chung-Ang University, South Korea

    2 publications · 277 citations

    2

    h-index

  2. HL
    He Li

    Yanshan University, China

    2 publications · 57 citations

    2

    h-index

  3. FY
    Fisher Yu

    University of California, Berkeley, United States

    2 publications · 403 citations

    2

    h-index

  4. XY
    Xiaokang Yang

    Shanghai Jiao Tong University, China

    2 publications · 403 citations

    2

    h-index

  5. XL
    Xinhai Liu

    KU Leuven, Belgium

    2 publications · 369 citations

    2

    h-index

1–5 of 288

Institutions

128

  1. Tsinghua University

    Beijing, China

    6 h-index

    14 publications

    3.6K citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    11 publications

    711 citations

  3. Yanshan University

    Qinhuangdao, China

    4 h-index

    17 publications

    664 citations

  4. University Town of Shenzhen

    Shenzhen, China

    2 h-index

    4 publications

    185 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    8 publications

    512 citations

  6. Beijing Institute of Technology

    Beijing, China

    2 h-index

    5 publications

    278 citations

  7. Fudan University

    Shanghai, China

    2 h-index

    5 publications

    115 citations

  8. Beihang University

    Beijing, China

    2 h-index

    2 publications

    44 citations

1–8 of 128

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 215 citations

    9

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 453 citations

    4

    h-index

  3. Expert Systems with Applications

    3 publications · 76 citations

    3

    h-index

  4. 2

    h-index

  5. IEEE Transactions on Multimedia

    2 publications · 91 citations

    2

    h-index

1–5