Concepedia

Quantum Transfer Learning

Quantum Transfer Learning is a machine learning framework that leverages pre-trained quantum models on source tasks to enhance the learning performance of target tasks by transferring quantum-encoded knowledge across related domains or datasets.

57

Publications

3K

Citations

193

Authors

114

Institutions

Publications per year

2017–2026

51

Parents

Publications

57

Brain tumor detection and classification using machine learning: a comprehensive survey

Javaria Amin, Muhammad Sharif, Anandakumar Haldorai et al. · Complex & Intelligent Systems · 2021 · 469 citations · Full text

, , +17

Transfer learning in hybrid classical-quantum neural networks

Andrea Mari, Thomas R. Bromley, Josh Izaac et al. · Quantum · 2020 · 385 citations · Full text

, , +14

Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision

Essam H. Houssein, Zainab Abohashima, Mohamed Elhoseny et al. · Expert Systems with Applications · 2022 · 148 citations

, , +16

The Dawn of Quantum Natural Language Processing

R. Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 112 citations · Full text

, , +15

Quantum machine learning in medical image analysis: A survey

Wei Lin, Haowen Liu, Jing Xu et al. · Neurocomputing · 2023 · 112 citations

, , +14

1–5 of 57

Authors

193

  1. EA
    Erdi Acar

    Çanakkale Onsekiz Mart Üniversitesi, Türkiye

    2 publications · 58 citations

    2

    h-index

  2. İY
    İhsan Yılmaz

    Çanakkale Onsekiz Mart Üniversitesi, Türkiye

    2 publications · 58 citations

    2

    h-index

  3. JT
    Javier Tejedor

    Universidad Autónoma de Madrid, Spain

    2 publications · 60 citations

    2

    h-index

  4. MS
    Muhammad Sharif

    COMSATS University Islamabad, Pakistan

    2 publications · 509 citations

    2

    h-index

  5. TS
    Tayyaba Shahwar

    Government College University, Lahore, Pakistan

    2 publications · 127 citations

    2

    h-index

1–5 of 193

Institutions

114

  1. COMSATS University Islamabad

    Islamabad, Pakistan

    3 h-index

    9 publications

    1.6K citations

  2. Çanakkale Onsekiz Mart Üniversitesi

    Çanakkale, Türkiye

    2 h-index

    4 publications

    116 citations

  3. University of Sharjah

    Sharjah, United Arab Emirates

    2 h-index

    4 publications

    295 citations

  4. Government College University, Lahore

    Lahore, Pakistan

    2 h-index

    4 publications

    305 citations

  5. Jiangnan University

    Wuxi, China

    2 h-index

    3 publications

    39 citations

  6. Beijing Institute of Technology

    Beijing, China

    2 h-index

    4 publications

    120 citations

  7. Prince Sattam Bin Abdulaziz University

    Al Kharj, Saudi Arabia

    2 h-index

    1 publications

    24 citations

  8. King Khalid University

    Abhā, Saudi Arabia

    2 h-index

    1 publications

    24 citations

1–8 of 114

Venues

  1. Neurocomputing

    3 publications · 220 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 50 citations

    3

    h-index

  3. 2

    h-index

  4. Expert Systems with Applications

    2 publications · 233 citations

    2

    h-index

  5. Quantum Machine Intelligence

    2 publications · 98 citations

    2

    h-index

1–5