Vision KAN: Towards an Attention-Free Backbone for Vision with Kolmogorov-Arnold Networks

Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo +3

Attention mechanisms have become a key module in modern vision backbones due to their ability to model long-range dependencies. However, their quadratic complexity in sequence leng…