124 citations · 490 across the 52 of their papers we have counts for
4 papers · 1 filter
Audio to Body Dynamics
Eli Shlizerman, Lucio M. Dery, Hayden Schoen +1
We present a method that gets as input an audio of violin or piano playing, and outputs a video of skeleton predictions which are further used to animate an avatar. The key idea is…
Functional Connectomics from Data: Probabilistic Graphical Models for Neuronal Network of C. elegans
Hexuan Liu, Jimin Kim, Eli Shlizerman
We propose a data-driven approach to represent neuronal network dynamics as a Probabilistic Graphical Model (PGM). Our approach learns the PGM structure by employing dimension redu…
Fokas's Uniform Transform Method for linear systems
Bernard Deconinck, Qi Guo, Eli Shlizerman +1
We demonstrate the use of the Unified Transform Method or Method of Fokas for boundary value problems for systems of constant-coefficient linear partial differential equations. We…
Classification of Fixed Point Network Dynamics From Multiple Node Timeseries Data
David Blaszka, Elischa Sanders, Jeffrey Riffell +1
Fixed point networks are dynamic networks that encode stimuli via distinct output patterns. Although such networks are omnipresent in neural systems, their structures are typically…