EfficientUNet++

2000년 도입 · 논문 1편에서 사용

Decoder architecture inspired on the UNet++ structure and the EfficientNet building blocks. Keeping the UNet++ structure, the EfficientUNet++ achieves higher performance and significantly lower computational complexity through two simple modifications: * Replaces the 3x3 convolutions of the UNet++ with residual bottleneck blocks with depthwise convolutions * Applies channel and spatial attention to the bottleneck feature maps using concurrent spatial and channel squeeze & excitation (scSE) blocks

출처: Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation

소개 논문: Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation