kNet: A Deep kNN Network To Handle Label Noise

no code implementations • 20 Jul 2021 • Itzik Mizrahi, Shai Avidan

To use kNet, we first train a preliminary network on the data set, and then train kNet on the penultimate layer of the preliminary network. We find that kNet gives a smooth approximation of kNN, and cannot handle the sharp label changes between samples that kNN can exhibit.

Retrieval