Energy-based models have the natural advantage of flexibility in the for...
The application of machine learning in sciences has seen exciting advanc...
We leverage representation learning and the inductive bias in
neural-net...
We present a detailed study on Variational Autoencoders (VAEs) for anoma...
Using deep neural networks for identifying physics objects at the Large
...