Concepedia

Meta-learning For Transfer

Meta-Learning for Transfer is a meta-learning approach that enables agents to acquire generalized learning strategies across simulated environments such that rapid adaptation to real-world dynamics is achieved with minimal retraining.

64

Publications

4.4K

Citations

264

Authors

103

Institutions

Publications per year

2017–2026

63

Parents

Publications

64

Meta-Transfer Learning for Few-Shot Learning

Qianru Sun, Yaoyao Liu, Tat‐Seng Chua et al. · 2019 · 1.3K citations

, , +17

Learning to Model the Tail

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

, , +16

Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction

Huaxiu Yao, Yiding Liu, Ying Wei et al. · 2019 · 240 citations · Full text

, , +15

Meta-learning with elastic prototypical network for fault transfer diagnosis of bearings under unstable speeds

Jingjie Luo, Haidong Shao, Jian Lin et al. · Reliability Engineering & System Safety · 2024 · 197 citations

, , +13

Attention-based deep meta-transfer learning for few-shot fine-grained fault diagnosis

Chuanjiang Li, Shaobo Li, Huan Wang et al. · Knowledge-Based Systems · 2023 · 194 citations · Full text

, , +13

1–5 of 64

Authors

264

  1. AG
    Alberto García-Durán

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 33 citations

    2

    h-index

  2. AD
    Andreas Damianou

    University of Sheffield, United Kingdom

    2 publications · 56 citations

    2

    h-index

  3. SS
    Sargur Srihari

    University at Buffalo, State University of New York, United States

    2 publications · 60 citations

    2

    h-index

  4. YL
    Yaoyao Liu

    Max Planck Institute for Informatics, Germany

    2 publications · 1.3K citations

    2

    h-index

  5. MV
    Michael Volpp

    Robert Bosch (Taiwan), Taiwan

    2 publications · 26 citations

    2

    h-index

1–5 of 264

Institutions

103

  1. Tongji University

    Shanghai, China

    4 h-index

    10 publications

    365 citations

  2. National University of Singapore

    Singapore, Singapore

    4 h-index

    8 publications

    3K citations

  3. Tencent (China)

    Shenzhen, China

    3 h-index

    4 publications

    365 citations

  4. Tsinghua University

    Beijing, China

    3 h-index

    6 publications

    850 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    3 publications

    51 citations

  6. University of Manchester

    Manchester, United Kingdom

    2 h-index

    2 publications

    56 citations

  7. China University of Petroleum, East China

    Qingdao, China

    2 h-index

    11 publications

    338 citations

  8. Nanjing University of Information Science and Technology

    Nanjing, China

    2 h-index

    3 publications

    148 citations

1–8 of 103

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 365 citations

    11

    h-index

  2. Mechanical Systems and Signal Processing

    MSSP · 3 publications · 299 citations

    3

    h-index

  3. Knowledge-Based Systems

    3 publications · 240 citations

    3

    h-index

  4. Pattern Recognition

    2 publications · 67 citations

    2

    h-index

  5. Reliability Engineering & System Safety

    2 publications · 296 citations

    2

    h-index

1–5