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Connectome-constrained Latent Variable Model of Whole-Brain Neural Activity
Brain-wide measurements of activity and anatomical connectivity of the $\textit{C. elegans}$ nervous system in principle allow for the development of detailed mechanistic computational models.
Unsupervised Separation of Native and Loanwords for Malayalam and Telugu
Quite often, words from one language are adopted within a different language without translation; these words appear in transliterated form in text written in the latter language.
Importance Weighted Adversarial Variational Autoencoders for Spike Inference from Calcium Imaging Data
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.
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