Biography

I am a PhD student in my final year in the Signal Processing Group in the Engineering Department at Cambridge. I am working with Professors Nick Kingsbury and Joan Lasenby, looking at applications of the Complex Wavelet Transform to Deep Learning and Image Understanding tasks in general.

I am particularly interested in finding ways to learn simpler and more interpretable filters in deep networks, and am developing a wavelet based Convolutional Neural Network.