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Graph based global reasoning networks

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Graph based global reasoning networks

  1. 1. Graph-Based Global Reasoning Networks Yunpeng Chen, Marcus Rohrbach , Zhicheng Yan , Shuicheng Yan, Jiashi Feng , Yannis Kalantidis Pre by Guangrui Li
  2. 2. Motivation
  3. 3. • Y = AXW • W denotes parameters of the convolution kernels d*d • A is the adjacent Matrix n*n • X is the node feature n*d • Torch.enisum(‘xnn,xnd,dd->xnd’)

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