Concepedia

Multi-scale Aggregation

Multi-Scale Aggregation is an aggregation metric that integrates information across multiple spatial, temporal, or structural scales to capture hierarchical or heterogeneous patterns in data, distinguishing itself from single-scale aggregation methods by explicitly modeling scale-dependent relationships.

89

Publications

8K

Citations

385

Authors

135

Institutions

Publications per year

2017–2026

80

Parents

Publications

89

Multi-Scale Context Aggregation by Dilated Convolutions

Fisher Yu, Vladlen Koltun · arXiv (Cornell University) · 2015 · 1.6K citations · Full text

, , +13

Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition

Ziyu Liu, Hongwen Zhang, Zhenghao Chen et al. · 2020 · 1.2K citations

, , +16

Context Contrasted Feature and Gated Multi-scale Aggregation for Scene Segmentation

Henghui Ding, Xudong Jiang, Bing Shuai et al. · 2018 · 436 citations

, , +15

A CNN-Transformer Network With Multiscale Context Aggregation for Fine-Grained Cropland Change Detection

Mengxi Liu, Zhuoqun Chai, Haojun Deng et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 352 citations · Full text

, , +9

HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection

Maosheng Ye, Shuangjie Xu, Tongyi Cao · 2020 · 241 citations

, , +17

1–5 of 89

Authors

385

  1. JZ
    Jiangning Zhang

    Zhejiang University, China

    2 publications · 40 citations

    2

    h-index

  2. QZ
    Qingtian Zhu

    Yangzhou University, China

    2 publications · 199 citations

    2

    h-index

  3. ZW
    Zhiyong Wang

    The University of Sydney, Australia

    2 publications · 1.2K citations

    2

    h-index

  4. ZW
    Zizhuang Wei

    Peking University, China

    2 publications · 199 citations

    2

    h-index

  5. HZ
    Hongwen Zhang

    Tsinghua University, China

    2 publications · 1.2K citations

    2

    h-index

1–5 of 385

Institutions

135

  1. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    456 citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    21 publications

    1.6K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    13 publications

    1.8K citations

  4. Wuhan University

    Wuhan, China

    5 h-index

    16 publications

    796 citations

  5. Dalian University of Technology

    Dalian, China

    4 h-index

    13 publications

    570 citations

  6. South China University of Technology

    Guangzhou, China

    4 h-index

    19 publications

    1K citations

  7. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    3 h-index

    12 publications

    736 citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    7 publications

    720 citations

1–8 of 135

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 1.8K citations

    8

    h-index

  2. IEEE Access

    6 publications · 183 citations

    6

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 223 citations

    4

    h-index

  4. 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

    Conference · 3 publications · 279 citations

    3

    h-index

  5. Remote Sensing

    3 publications · 229 citations

    3

    h-index

1–5