Concepedia

Instance-based Transfer

Instance-Based Transfer is a transfer learning approach that belongs to the category of methods leveraging source domain instances directly in the target domain learning process, distinguished by reusing or reweighting actual data instances from the source domain rather than transferring model parameters or feature representations.

62

Publications

2.9K

Citations

249

Authors

115

Institutions

Publications per year

2017–2026

46

Variants

Instance-based Transfer Learning

Parents

Publications

62

GENERALIZABILITY AND AUTOMATICITY OF SECOND LANGUAGE LEARNINGUNDER IMPLICIT, INCIDENTAL, ENHANCED, AND INSTRUCTED CONDITIONS

Peter Robinson · Studies in Second Language Acquisition · 1997 · 276 citations

, , +17

BeautyGAN

Tingting Li, Ruihe Qian, Chao Dong et al. · 2018 · 249 citations

, , +13

Knowledge Transfer for Rotary Machine Fault Diagnosis

Fei Shen, Chuang Sun, Xuefeng Chen · IEEE Sensors Journal · 2019 · 243 citations

, , +17

Multi-Domain Neural Machine Translation through Unsupervised Adaptation

M. Amin Farajian, Marco Turchi, Matteo Negri et al. · 2017 · 123 citations · Full text

, , +12

Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones

Jinwoo Choi, Gaurav Sharma, Manmohan Chandraker et al. · 2020 · 91 citations

, , +13

1–5 of 62

Authors

249

  1. MZ
    Mengjie Zhang

    Victoria University of Wellington, New Zealand

    2 publications · 31 citations

    2

    h-index

  2. BX
    Bing Xue

    Victoria University of Wellington, New Zealand

    2 publications · 31 citations

    2

    h-index

  3. CL
    Chao Lu

    Beijing Institute of Technology, China

    2 publications · 42 citations

    2

    h-index

  4. MD
    Marie desJardins

    University of Maryland, Baltimore County, United States

    2 publications · 101 citations

    2

    h-index

  5. EE
    Eric Eaton

    University of Pennsylvania, United States

    2 publications · 101 citations

    2

    h-index

1–5 of 249

Institutions

115

  1. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    12 publications

    560 citations

  2. Beihang University

    Beijing, China

    3 h-index

    4 publications

    352 citations

  3. Xi'an Jiaotong University

    Xi'an, China

    3 h-index

    9 publications

    885 citations

  4. Beijing Institute of Technology

    Beijing, China

    3 h-index

    11 publications

    282 citations

  5. Southeast University

    Nanjing, China

    2 h-index

    4 publications

    360 citations

  6. Polish Academy of Sciences

    Warsaw, Poland

    2 h-index

    2 publications

    103 citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    2 h-index

    6 publications

    170 citations

  8. Southwest Jiaotong University

    Chengdu, China

    2 h-index

    7 publications

    479 citations

1–8 of 115

Venues

  1. IEEE Access

    2 publications · 59 citations

    2

    h-index

  2. 2

    h-index

  3. Pattern Recognition Letters

    2 publications · 95 citations

    2

    h-index

  4. Quarterly Journal of Experimental Psychology

    QJEP · 1 publications · 23 citations

    1

    h-index

  5. Journal Of Big Data

    1 publications · 18 citations

    1

    h-index

1–5