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  5. U-Net
Model Architecturesaka U-shaped Network

U-Net

A U-Net is an encoder-decoder architecture with skip connections between matching resolution levels.

Ask Melo about this← all terms

The encoder progressively compresses spatial features, while the decoder restores resolution. Lateral skip connections pass fine-grained information to the decoder, making the design useful for segmentation and diffusion-model denoising.

Related terms

AutoencoderCross-AttentionMultimodal ArchitectureVision TransformerEncoder-Decoder ModelAttention Mechanism