InceptionNeXt: When Inception meets ConvNeXt

• Main Authors: YU, Weihao, ZHOU, Pan, YAN, Shuicheng, WANG, Xinchao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8981; https://ink.library.smu.edu.sg/context/sis_research/article/9984/viewcontent/2024_CVPR_InceptionNext.pdf
• Institution: Singapore Management University

Inspired by the long-range modeling ability of ViTs, large-kernel convolutions are widely studied and adopted recently to enlarge the receptive field and improve model performance, like the remarkable work ConvNeXt which employs 7×7 depthwise convolution. Although such depthwise operator only consum...