Genetic Programming-Based Evolutionary Deep Learning for Data-Efficient Image Classification. (arXiv:2209.13233v1 [cs.NE])

Data-efficient image classification is a challenging task that aims to solve
image classification using small training data. Neural network-based deep
learning methods are effective for image classification, but they typically
require large-scale training data and have major limitations such as requiring
expertise to design network architectures and having poor interpretability.
Evolutionary deep learning is a recent hot topic that combines evolutionary
computation with deep learning. However, most evolutionary deep learning
methods focus on evolving architectures of neural networks, which still …

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