Latest Computer Vision Research Proposes SLaK (Sparse Large Kernel Network), a Pure Convolutional Neural Network (CNN) Architecture based on Dynamic Sparsity Equipped with an Unprecedented Kernel Size of 51×51

Since their introduction in the ImageNet competition with AlexNet, Convolutional Neural Networks (CNNs) have always been the most used architecture in vision. However, in the past few years, Transformers, formerly introduced for NLP, has started to challenge the performance of CNN in many tasks. Starting from Vision Transformer (ViT), many subsequent implementations, such as Swin-Transformer, […]

The post Latest Computer Vision Research Proposes SLaK (Sparse Large Kernel Network), a Pure Convolutional Neural Network (CNN) Architecture based on Dynamic Sparsity Equipped …

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