Machine Learning Research
Better Than Backprop: Greedy InfoMax trains AI without end-to-end backpropagation.
End-to-end backpropagation and labeled data are the peanut butter and chocolate of deep learning. However, recent work suggests that neither is necessary to train effective neural networks to represent complex data.