Henry Z. Lo

RandomOut: Using a convolutional gradient norm to rescue convolutional filters

2016 · arXiv (Cornell University)

Filters in convolutional neural networks are sensitive to their initialization. The random numbers used to initialize filters are a bias and determine if you will "win" and converge to a satisfactory local minimum so we …