Concepedia

Task-specific Learning

Task-Specific Learning is a form of motor skill acquisition in which the learning process and its outcomes are constrained to the specific sensory, cognitive, and biomechanical demands of a particular task, distinguished from generalizable or transferable motor learning by its dependence on the unique execution parameters of that task.

366

Publications

38.3K

Citations

1.1K

Authors

439

Institutions

Publications per year

2017–2026

159

Parents

Publications

366

ON QUALITATIVE DIFFERENCES IN LEARNING: I—OUTCOME AND PROCESS*

Ference Marton, Roger Säljö · British Journal of Educational Psychology · 1976 · 4.6K citations

, , +13

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

Robert Tinn, Hao Cheng, Michael Lucas et al. · ACM Transactions on Computing for Healthcare · 2021 · 2K citations · Full text

, , +12

A Framework for Task-Based Learning

Fangyuan Yuan, Jane Willis · TESOL Quarterly · 1999 · 2K citations

, , +16

Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs

Federico Monti, Davide Boscaini, Jonathan Masci et al. · 2017 · 1.9K citations

, , +14

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Jiasen Lu, Dhruv Batra, Devi Parikh et al. · arXiv (Cornell University) · 2019 · 1.7K citations · Full text

, , +16

1–5 of 366

Authors

1.1K

  1. SL
    Stefan Lee

    Georgia Institute of Technology, United States

    4 publications · 3K citations

    4

    h-index

  2. DP
    Devi Parikh

    Georgia Institute of Technology, United States

    4 publications · 3K citations

    4

    h-index

  3. SL
    Sergey Levine

    University of California, Berkeley, United States

    4 publications · 395 citations

    4

    h-index

  4. RM
    Robert M. Gagné

    Florida State University, United States

    4 publications · 137 citations

    4

    h-index

  5. JL
    Jiasen Lu

    Georgia Institute of Technology, United States

    4 publications · 3K citations

    4

    h-index

1–5 of 1.1K

Institutions

439

  1. Tsinghua University

    Beijing, China

    8 h-index

    9 publications

    356 citations

  2. Harbin Institute of Technology

    Harbin, China

    7 h-index

    17 publications

    1.1K citations

  3. University of California, Berkeley

    Berkeley, United States

    7 h-index

    9 publications

    589 citations

  4. Google (United States)

    Mountain View, United States

    6 h-index

    20 publications

    5.6K citations

  5. University of Wisconsin–Madison

    Madison, United States

    5 h-index

    13 publications

    1K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    12 publications

    1.1K citations

  7. Tencent (China)

    Shenzhen, China

    5 h-index

    11 publications

    2.2K citations

  8. University of Minnesota

    Minneapolis, United States

    5 h-index

    8 publications

    365 citations

1–8 of 439

Venues

  1. arXiv (Cornell University)

    Repository · 32 publications · 3.1K citations

    20

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 346 citations

    9

    h-index

  3. Journal of Neuroscience

    7 publications · 535 citations

    7

    h-index

  4. PLoS ONE

    6 publications · 177 citations

    6

    h-index

  5. Journal of Experimental Psychology

    6 publications · 129 citations

    6

    h-index

1–5