Concepedia

Parameter Transfer

Parameter Transfer is a transfer learning strategy that involves the direct reuse of learned model parameters from a source task to a target task, distinguishing itself by leveraging pre-trained weights to initialize or guide the learning process in a new but related domain.

112

Publications

6.6K

Citations

410

Authors

180

Institutions

Publications per year

2017–2026

96

Parents

Publications

112

Predicting the Discharge of Global Rivers

Bart Nijssen, Greg O’Donnell, Dennis P. Lettenmaier et al. · Journal of Climate · 2001 · 569 citations

, , +17

Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images

Min Xia, Guangjie Han, Yu Zhang et al. · IEEE Transactions on Industrial Informatics · 2020 · 439 citations · Full text

, , +16

Deep Reinforcement Learning for Multiobjective Optimization

Kaiwen Li, Tao Zhang, Rui Wang · IEEE Transactions on Cybernetics · 2020 · 400 citations · Full text

, , +14

Towards a Unified View of Parameter-Efficient Transfer Learning

Junxian He, Chunting Zhou, Xuezhe Ma et al. · arXiv (Cornell University) · 2021 · 280 citations · Full text

, , +14

Learning to Model the Tail

Yu-Xiong Wang, Deva Ramanan, Martial Hebert · Neural Information Processing Systems · 2017 · 267 citations

, , +16

1–5 of 112

Authors

410

  1. JS
    Jun Shi

    Shanghai University, China

    3 publications · 144 citations

    3

    h-index

  2. LS
    Luis Samaniego

    Helmholtz Centre for Environmental Research, Germany

    3 publications · 177 citations

    3

    h-index

  3. XF
    Xiaoyan Fei

    Jiangxi Science and Technology Normal University, China

    3 publications · 144 citations

    3

    h-index

  4. HJ
    Hongkai Jiang

    Northwestern Polytechnical University, China

    3 publications · 251 citations

    3

    h-index

  5. MX
    Min Xia

    Lancaster University, United Kingdom

    3 publications · 538 citations

    3

    h-index

1–5 of 410

Institutions

180

  1. Queen Mary University of London

    London, United Kingdom

    6 h-index

    11 publications

    356 citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    15 publications

    1.2K citations

  3. Google (United States)

    Mountain View, United States

    4 h-index

    10 publications

    740 citations

  4. Shanghai University

    Shanghai, China

    4 h-index

    19 publications

    798 citations

  5. Amazon (United States)

    Seattle, United States

    4 h-index

    10 publications

    479 citations

  6. Northwestern Polytechnical University

    Xi'an, China

    3 h-index

    9 publications

    506 citations

  7. Hunan University

    Changsha, China

    3 h-index

    8 publications

    1.3K citations

  8. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    12 publications

    364 citations

1–8 of 180

Venues

  1. arXiv (Cornell University)

    Repository · 16 publications · 954 citations

    14

    h-index

  2. 4

    h-index

  3. IEEE Access

    4 publications · 164 citations

    4

    h-index

  4. Water Resources Research

    3 publications · 212 citations

    3

    h-index

  5. Hydrology and earth system sciences

    2 publications · 28 citations

    2

    h-index

1–5