Yongjian Ren

PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution

Recently some large kernel convnets strike back with appealing performance and efficiency. However given the square complexity of convolution scaling up kernels can bring about an enormous amount of parameters and the proliferated parameters can induce severe optimization problem. Due to these issue…