Deep Residual Learning for Image Recognition
Computer VisionCNNResNetDeep Learning
CVPR (2015)
Paper Overview
The paper introduces the ResNet architecture, which has become the foundation of modern computer vision. It completely eliminates recurrence and convolutions, relying entirely on attention mechanisms to draw global dependencies between input and output.