Concepedia

Transfer Learning Features

Transfer Learning Features is a feature representation method that leverages pre-trained model knowledge from a source task to enhance feature extraction and model performance in a target task through parameter transfer and adaptation.

165

Publications

11.5K

Citations

739

Authors

324

Institutions

Publications per year

2017–2026

151

Parents

Publications

165

Transfer Feature Learning with Joint Distribution Adaptation

Mingsheng Long, Jianmin Wang, Guiguang Ding et al. · 2013 · 2K citations

, , +15

A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

V. S. Chouhan, Sanjay Kumar Singh, Aditya Khamparia et al. · Applied Sciences · 2020 · 740 citations · Full text

, , +15

Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning

Ulysse Côté‐Allard, Cheikh Latyr Fall, Alexandre Drouin et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 723 citations · Full text

, , +16

Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing

Chuang Sun, Meng Ma, Zhibin Zhao et al. · IEEE Transactions on Industrial Informatics · 2018 · 523 citations

, , +17

What makes ImageNet good for transfer learning?

Minyoung Huh, Pulkit Agrawal, Alexei A. Efros · arXiv (Cornell University) · 2016 · 308 citations · Full text

, , +16

1–5 of 165

Authors

739

  1. MA
    Majed Alhaisoni

    HITEC University, Pakistan

    3 publications · 148 citations

    3

    h-index

  2. SK
    Seifedine Kadry

    Beirut Arab University, Lebanon

    3 publications · 92 citations

    3

    h-index

  3. MA
    Muhammad Attique Khan

    HITEC University, Pakistan

    3 publications · 153 citations

    3

    h-index

  4. YN
    Yunyoung Nam

    Soonchunhyang University, South Korea

    3 publications · 94 citations

    3

    h-index

  5. MS
    Mehdhar S. A. M. Al-Gaashani

    Princess Nourah bint Abdulrahman University, Saudi Arabia

    2 publications · 146 citations

    2

    h-index

1–5 of 739

Institutions

324

  1. Princess Nourah bint Abdulrahman University

    Riyadh, Saudi Arabia

    6 h-index

    10 publications

    411 citations

  2. Tsinghua University

    Beijing, China

    5 h-index

    14 publications

    9.3K citations

  3. HITEC University

    Rawalpindi, Pakistan

    4 h-index

    10 publications

    476 citations

  4. Amrita Vishwa Vidyapeetham

    Coimbatore, India

    4 h-index

    13 publications

    608 citations

  5. COMSATS University Islamabad

    Islamabad, Pakistan

    3 h-index

    10 publications

    294 citations

  6. Tongji University

    Shanghai, China

    3 h-index

    5 publications

    159 citations

  7. King Khalid University

    Abhā, Saudi Arabia

    3 h-index

    3 publications

    140 citations

  8. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    3 h-index

    8 publications

    282 citations

1–8 of 324

Venues

  1. IEEE Access

    7 publications · 541 citations

    7

    h-index

  2. Diagnostics

    4 publications · 149 citations

    4

    h-index

  3. 4

    h-index

  4. 3

    h-index

  5. Sensors

    3 publications · 112 citations

    3

    h-index

1–5