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gradients” and “Exploding gradients” problem for deep networks. This is a very good depiction of vanishing gradients by ResearchGate As a solution for Vanishing gradients, Microsoft researchers have come up with a new and intuitive architecture called “Residual Networks” (ResNet). The idea of