Concepedia

Regression Loss

Regression Loss is a type of loss function used in regression tasks that quantifies the discrepancy between predicted continuous values and actual target values, distinguishing itself by specifically measuring errors in the context of continuous outcome prediction.

149

Publications

11.6K

Citations

576

Authors

205

Institutions

Publications per year

2017–2026

136

Parents

Publications

149

Deep Ordinal Regression Network for Monocular Depth Estimation

Huan Fu, Mingming Gong, Chaohui Wang et al. · 2018 · 1.9K citations · Full text

, , +16

Learning Two-Branch Neural Networks for Image-Text Matching Tasks

Liwei Wang, Yin Li, Jing Huang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 549 citations

, , +15

Gradient Harmonized Single-Stage Detector

Buyu Li, Yu Liu, Xiaogang Wang · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 498 citations · Full text

, , +16

Target-Aware Deep Tracking

Xin Li, Chao Ma, Baoyuan Wu et al. · 2019 · 449 citations

, , +14

Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression

Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak et al. · 2019 · 446 citations · Full text

, , +9

1–5 of 149

Authors

576

  1. IR
    Ian Reid

    The University of Adelaide, Australia

    4 publications · 701 citations

    4

    h-index

  2. XY
    Xue Yang

    Shanghai Jiao Tong University, China

    4 publications · 632 citations

    4

    h-index

  3. JY
    Junchi Yan

    Shanghai Jiao Tong University, China

    4 publications · 565 citations

    4

    h-index

  4. CM
    Chao Ma

    Shanghai Jiao Tong University, China

    3 publications · 560 citations

    3

    h-index

  5. DE
    David E. A. Giles

    University of Victoria, Canada

    3 publications · 69 citations

    3

    h-index

1–5 of 576

Institutions

205

  1. Shanghai Jiao Tong University

    Shanghai, China

    8 h-index

    25 publications

    2.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    27 publications

    1.6K citations

  3. Tsinghua University

    Beijing, China

    6 h-index

    11 publications

    532 citations

  4. Xidian University

    Xi'an, China

    6 h-index

    16 publications

    380 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    13 publications

    774 citations

  6. Stanford University

    Stanford, United States

    4 h-index

    8 publications

    2.3K citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    11 publications

    1.8K citations

  8. Beihang University

    Beijing, China

    4 h-index

    12 publications

    1.3K citations

1–8 of 205

Venues

  1. arXiv (Cornell University)

    Repository · 23 publications · 1.5K citations

    18

    h-index

  2. Remote Sensing

    8 publications · 315 citations

    8

    h-index

  3. IEEE Access

    5 publications · 250 citations

    5

    h-index

  4. 5

    h-index

  5. Applied Sciences

    5 publications · 92 citations

    5

    h-index

1–5