Concepedia

Transfer Function Learning

Transfer Function Learning is a computational methodology that, as a specialized form of transfer learning, focuses on the systematic acquisition and adaptation of functional mappings from source domains to target domains to improve model performance under domain shift.

91

Publications

4.9K

Citations

347

Authors

169

Institutions

Publications per year

2017–2026

69

Parents

Publications

91

Deep transfer network with joint distribution adaptation: A new intelligent fault diagnosis framework for industry application

Te Han, Chao Liu, Wenguang Yang et al. · ISA Transactions · 2019 · 570 citations · Full text

, , +17

Unsupervised Cross-Domain Image Generation

Yaniv Taigman, Adam Polyak, Lior Wolf · arXiv (Cornell University) · 2016 · 430 citations · Full text

, , +15

Recent trends on nanofluid heat transfer machine learning research applied to renewable energy

Ting Ma, Zhixiong Guo, Mei Lin et al. · Renewable and Sustainable Energy Reviews · 2020 · 153 citations · Full text

, , +14

Cross-City Transfer Learning for Deep Spatio-Temporal Prediction

Leye Wang, Geng Xu, Xiaojuan Ma et al. · 2019 · 151 citations · Full text

, , +14

Bearing fault diagnosis with intermediate domain based Layered Maximum Mean Discrepancy: A new transfer learning approach

Sebastian Schwendemann, Zubair Amjad, Axel Sikora · Engineering Applications of Artificial Intelligence · 2021 · 142 citations

, , +14

1–5 of 91

Authors

347

  1. WD
    Włodzisław Duch

    Nicolaus Copernicus University, Poland

    3 publications · 126 citations

    3

    h-index

  2. NJ
    Norbert Jankowski

    Nicolaus Copernicus University, Poland

    3 publications · 126 citations

    3

    h-index

  3. XM
    Xiaojuan Ma

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 171 citations

    2

    h-index

  4. QY
    Qiang Yang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 171 citations

    2

    h-index

  5. GX
    Geng Xu

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 171 citations

    2

    h-index

1–5 of 347

Institutions

169

  1. Tsinghua University

    Beijing, China

    4 h-index

    12 publications

    2.6K citations

  2. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    3 h-index

    11 publications

    844 citations

  3. Chongqing University

    Chongqing, China

    3 h-index

    9 publications

    590 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    11 publications

    523 citations

  5. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    68 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    8 publications

    684 citations

  7. Southwest Jiaotong University

    Chengdu, China

    2 h-index

    9 publications

    604 citations

  8. Jilin University

    Changchun, China

    2 h-index

    8 publications

    342 citations

1–8 of 169

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 482 citations

    4

    h-index

  2. 3

    h-index

  3. Knowledge-Based Systems

    3 publications · 187 citations

    3

    h-index

  4. Neurocomputing

    3 publications · 108 citations

    3

    h-index

  5. IEEE Transactions on Neural Networks

    3 publications · 112 citations

    3

    h-index

1–5