239 citations · 428 across the 13 of their papers we have counts for
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eess.IV2019★ 3 cited
Teaching deep neural networks to localize single molecules for super-resolution microscopy
Artur Speiser, Lucas-Raphael Müller, Ulf Matti +5
Single-molecule localization fluorescence microscopy constructs super-resolution images by sequential imaging and computational localization of sparsely activated fluorophores. Acc…
cs.LG2019★ 5 cited
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,…