Computer VisionCNNResNetDeep Learning
Deep Residual Learning for Image Recognition
Authors:Kaiming He,Xiangyu Zhang,Shaoqing Ren,Jian Sun
Analysis of the groundbreaking ResNet architecture that enabled training of ultra-deep neural networks.
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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.