Illustration of asymmetric convolution blocks. traditional 3 × 3

Illustration of asymmetric convolution blocks. traditional 3 × 3 layer

ASD-Net: a novel U-Net based asymmetric spatial-channel convolution network for precise kidney and kidney tumor image segmentation

ASKs: Convolution with any-shape kernels for efficient neural networks - ScienceDirect

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Dawei ZHANG, Ph.D, Zhejiang Normal University, Jinhua, Department of Computer Science

Illustration of asymmetric convolution blocks. traditional 3 × 3 layer

Asymmetric shortcut connection block

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Comparison of a conventional and an asymmetric convolution. (a) General

Deep residual coalesced convolutional network for efficient semantic road segmentation, IPSJ Transactions on Computer Vision and Applications

Asymmetric coordinate attention spectral-spatial feature fusion network for hyperspectral image classification

Illustration of asymmetric convolution blocks. traditional 3 × 3 layer

YOLOFM: an improved fire and smoke object detection algorithm based on YOLOv5n

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Block Diagram of 31-Level Asymmetrical Cascaded Multilevel