Convolutional-KANs


The project extends Kolmogorov-Arnold Networks (KAN) to Convolutional Layers, replacing linear transformations with learnable non-linear activations. Preliminary experiments show that KAN Convolutions achieve acceptable accuracy with significantly fewer parameters than traditional ConvNets, but more complex datasets and tuning are needed to fully evaluate its potential. [summary] [comments]


这是一个从 https://github.com/AntonioTepsich/Convolutional-KANs 下的原始话题分离的讨论话题