"deep learning"

Cross-media Scene Analysis: Estimating Objects' Visuals Only from Audio

Human beings can get a visual image of the surrounding environment from sounds they hear. Can we give similar capabilities to computers? In this article, we introduce our recent efforts in cross-media scene analysis applied to estimate the type, …

Single-Epoch Supernova Classification with Deep Convolutional Neural Networks

Supernovae Type-Ia (SNeIa) play a significant role in exploring the history of the expansion of the Universe, since they are the best-known standard candles with which we can accurately measure the distance to the objects. Finding large samples of …