Semi-Supervised Learning Enabled by Multiscale Deep Neural Network Inversion

Randall Balestriero, Herve Glotin, Richard Baraniuk

Deep Neural Networks (DNNs) provide state-of-the-art solutions in several difficult machine perceptual tasks. However, their performance relies on the availability of a large set o…