Concepedia

Task Transferability

Task Transferability is a measure of the extent to which knowledge, representations, or model parameters learned from one task can be effectively applied to improve performance on another distinct but related task within the framework of multi-task learning.

75

Publications

8.2K

Citations

277

Authors

113

Institutions

Publications per year

2017–2026

45

Parents

Publications

75

How transferable are features in deep neural networks?

Jason Yosinski, Jeff Clune, Yoshua Bengio et al. · arXiv (Cornell University) · 2014 · 3.5K citations · Full text

, , +16

Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency

Shuhuai Ren, Yihe Deng, Kun He et al. · 2019 · 661 citations · Full text

, , +15

The relationship between n-back performance and matrix reasoning — implications for training and transfer

Susanne M. Jaeggi, Barbara Studer-Luethi, Martin Buschkuehl et al. · Intelligence · 2010 · 512 citations

, , +11

Part-Task Training for Tracking and Manual Control

Dennis C. Wightman, Gavan Lintern · Human Factors The Journal of the Human Factors and Ergonomics Society · 1985 · 235 citations

, , +14

Working memory training involves learning new skills

Susan E. Gathercole, Darren Dunning, Joni Holmes et al. · Journal of Memory and Language · 2018 · 229 citations · Full text

, , +15

1–5 of 75

Authors

277

  1. TD
    Trevor Darrell

    University of California, Berkeley, United States

    3 publications · 210 citations

    3

    h-index

  2. TV
    Tu Vu

    University of Massachusetts Amherst, United States

    3 publications · 288 citations

    3

    h-index

  3. JZ
    Jie Zhou

    Tencent (China), China

    3 publications · 105 citations

    3

    h-index

  4. ZL
    Zhiyuan Liu

    Tsinghua University, China

    3 publications · 105 citations

    3

    h-index

  5. JJ
    Jeroen J. G. van Merriënboer

    Maastricht University, Netherlands

    3 publications · 167 citations

    3

    h-index

1–5 of 277

Institutions

113

  1. Tsinghua University

    Beijing, China

    5 h-index

    21 publications

    1.5K citations

  2. University of Massachusetts Amherst

    Amherst Center, United States

    4 h-index

    11 publications

    1.2K citations

  3. University of California, Berkeley

    Berkeley, United States

    3 h-index

    10 publications

    565 citations

  4. Open University of the Netherlands

    Heerlen, The Netherlands

    3 h-index

    6 publications

    355 citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    4 publications

    2K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    2 publications

    187 citations

  7. The University of Texas at Austin

    Austin, United States

    2 h-index

    5 publications

    142 citations

  8. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    2 h-index

    6 publications

    254 citations

1–8 of 113

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 3.9K citations

    11

    h-index

  2. 3

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 138 citations

    3

    h-index

  4. 2

    h-index

  5. Journal of Experimental Psychology

    2 publications · 72 citations

    2

    h-index

1–5