Importance Weighted Adversarial Variational Autoencoders for Spike Inference from Calcium Imaging Data

Daniel Jiwoong Im, Sridhama Prakhya, Jinyao Yan +2

The Importance Weighted Auto Encoder (IWAE) objective has been shown to improve the training of generative models over the standard Variational Auto Encoder (VAE) objective. Here,…