Variational Autoencoders (VAEs) are an artificial neural network architecture to generate new data. They are similar to regular autoencoders, which consist of an encoder and decoder. The encoder takes ...

Abstract: The use of AI and machine learning provides powerful decision-making tools that help farmers optimize crop productivity and promote sustainability in agriculture. Critically, the utility of ...

Abstract: There is an increasing interest in utilizing machine learning methods in image processing and inverse problems. A significant part of the current work in inverse problems has, however, ...

Bengio, Y., Laufer, E., Alain, G. and Yosinski, J. (2014). Deep generative stochastic networks trainable by backprop. In International Conference on Machine Learning ...