Hard Mixtures of Experts for Large Scale Weakly Supervised Vision

Sam Gross, Marc'Aurelio Ranzato, Arthur Szlam

Training convolutional networks (CNN's) that fit on a single GPU with minibatch stochastic gradient descent has become effective in practice. However, there is still no effective m…