Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels

Benjamin J. Meyer, Ben Harwood, Tom Drummond

We present a Gaussian kernel loss function and training algorithm for convolutional neural networks that can be directly applied to both distance metric learning and image classifi…