Deep Probabilistic Direction Prediction in 3D with Applications to Directional Dark Matter Detectors

Majd Ghrear, Peter Sadowski, Sven Einar Vahsen

We present the first method to probabilistically predict 3D direction in a deep neural network model. The probabilistic predictions are modeled as a heteroscedastic von Mises-Fishe…