Pulling Out All the Tops with Computer Vision and Deep Learning

Sebastian Macaluso, David Shih

We apply computer vision with deep learning -- in the form of a convolutional neural network (CNN) -- to build a highly effective boosted top tagger. Previous work (the "DeepTop" t…