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cs.CV2019
What's Hidden in a Randomly Weighted Neural Network?
Vivek Ramanujan, Mitchell Wortsman, Aniruddha Kembhavi +2
Training a neural network is synonymous with learning the values of the weights. By contrast, we demonstrate that randomly weighted neural networks contain subnetworks which achiev…
cs.LG2019★ 61 cited
Discovering Neural Wirings
Mitchell Wortsman, Ali Farhadi, Mohammad Rastegari
The success of neural networks has driven a shift in focus from feature engineering to architecture engineering. However, successful networks today are constructed using a small an…