Illustration of asymmetric convolution blocks. traditional 3 × 3 layer

The asymmetric convolution operation. a The operation of 1 × 3

Multi-scale attention-based lightweight network with dilated convolutions for infrared and visible image fusion

Asymmetric shortcut connection block

PDF] ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

A Comprehensible Explanation of the Dimensions in CNNs, by Felizia Quetscher

Fusion of Dual-Scale Convolution Neural Network for Urban Building Footprints - ScienceDirect

Going Deeper with Convolutions (Inception

A lightweight segmentation network for endoscopic surgical instruments based on edge refinement and efficient self-attention [PeerJ]

Zhonglong ZHENG, Zhejiang Normal University, Jinhua

A novel residual block: replace Conv1× 1 with Conv3×3 and stack more convolutions [PeerJ]

Asymmetric 3D Convolutional Neural Networks for action recognition - ScienceDirect