Convolutional Neural Network

Also known as: CNN

A CNN applies shared local filters (convolutions) across space or time, excelling at vision and some sequence tasks. Pooling and hierarchical feature maps are common motifs.

Vision Transformers compete with CNNs; hybrid and conv-based LLM variants exist for efficiency.

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