#cnn
5 articles
- AlexNet The deep CNN that won ImageNet 2012 and sparked the deep learning revolution
- CS231n: CNNs for Visual Recognition Stanford's foundational course on deep learning for computer vision
- Identity Mappings in Deep Residual Networks Pre-activation ResNet design that enables training of 1000+ layer networks
- Multi-Scale Context Aggregation by Dilated Convolutions Expanding receptive fields exponentially without losing resolution or adding parameters
- ResNet Deep residual learning with skip connections that enabled training of 152+ layer networks