Concepedia

Position Encoding

Position Encoding is a methodological construct in visual encoding that explicitly represents the spatial location of visual elements within a structured input by embedding ordinal or coordinate-based information to preserve geometric relationships in downstream processing.

250

Publications

14.4K

Citations

813

Authors

326

Institutions

Publications per year

2017–2026

101

Parents

Publications

250

Stratified Transformer for 3D Point Cloud Segmentation

Xin Lai, Jianhui Liu, Li Jiang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 510 citations

, , +8

The spatial coding model of visual word identification.

Colin J. Davis · Psychological Review · 2010 · 482 citations · Full text

, , +15

The order of visual processing: “Top-down,” “bottom-up,” or “middle-out”

R. A. Kinchla, Jeremy M. Wolfe · Perception & Psychophysics · 1979 · 451 citations · Full text

, , +17

FLAT: Chinese NER Using Flat-Lattice Transformer

Xiaonan Li, Hang Yan, Xipeng Qiu et al. · 2020 · 429 citations · Full text

, , +13

Conditional Positional Encodings for Vision Transformers

Xiangxiang Chu, Zhi Tian, Bo Zhang et al. · arXiv (Cornell University) · 2021 · 407 citations · Full text

, , +11

1–5 of 250

Authors

813

  1. SJ
    Sen Jia

    University of Bristol, United Kingdom

    4 publications · 191 citations

    4

    h-index

  2. DW
    David Whitney

    University of California, Berkeley, United States

    4 publications · 264 citations

    4

    h-index

  3. ND
    Neil D. B. Bruce

    University of Manitoba, Canada

    4 publications · 191 citations

    4

    h-index

  4. HZ
    Hengshuang Zhao

    University of Hong Kong, Hong Kong SAR China

    3 publications · 714 citations

    3

    h-index

  5. MA
    Md Amirul Islam

    Toronto Metropolitan University, Canada

    3 publications · 97 citations

    3

    h-index

1–5 of 813

Institutions

326

  1. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    12 publications

    595 citations

  2. Stanford University

    Stanford, United States

    5 h-index

    11 publications

    620 citations

  3. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    13 publications

    420 citations

  4. University College London

    London, United Kingdom

    5 h-index

    9 publications

    2.1K citations

  5. National University of Singapore

    Singapore, Singapore

    4 h-index

    7 publications

    467 citations

  6. University of California, Berkeley

    Berkeley, United States

    4 h-index

    5 publications

    274 citations

  7. Aix-Marseille Université

    Marseille, France

    4 h-index

    5 publications

    253 citations

  8. University of Science and Technology of China

    Hefei, China

    4 h-index

    18 publications

    534 citations

1–8 of 326

Venues

  1. arXiv (Cornell University)

    Repository · 16 publications · 1K citations

    12

    h-index

  2. Vision Research

    8 publications · 800 citations

    8

    h-index

  3. IEEE Transactions on Nuclear Science

    8 publications · 172 citations

    8

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 157 citations

    5

    h-index

  5. Journal of Neuroscience

    5 publications · 606 citations

    5

    h-index

1–5