Articles with "maml" as a keyword



A Fractional-Order Method for Metalearning About Aerospace Target Classification

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Published in 2023 at "IEEE Transactions on Aerospace and Electronic Systems"

DOI: 10.1109/taes.2022.3207448

Abstract: Meta-learning can sum up the experience from the learned tasks, and solve the problems of datasets scarce or expensive and insufficient model generalization ability, which is the inadequate of traditional machine learning. Metalearning can obtain… read more here.

Keywords: aerospace; maml; model; method ... See more keywords

Few-shot crop disease recognition using sequence- weighted ensemble model-agnostic meta-learning

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Published in 2025 at "Frontiers in Plant Science"

DOI: 10.3389/fpls.2025.1615873

Abstract: Diseases pose significant threats to crop production, leading to substantial yield reductions and jeopardizing global food security. Timely and accurate detection of crop diseases is essential for ensuring sustainable agricultural development and effective crop management.… read more here.

Keywords: maml; disease; crop; disease recognition ... See more keywords