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What is: UCTransNet?

SourceUCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

UCTransNet is an end-to-end deep learning network for semantic segmentation that takes U-Net as the main structure of the network. The original skip connections of U-Net are replaced by CTrans consisting of two components: Channel-wise Cross fusion Transformer (CCT) and Channel-wise Cross Attention (CCA) to guide the fused multi-Scale channel-wise information to effectively connect to the decoder features for eliminating the ambiguity.