Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers Ran Liu, Mehdi Azabou, Max Dabagia, Jingyun Xiao, Eva L. Dyer

Neural Information Processing Systems 

Complex time-varying systems are often studied by abstracting away from the dynamics of individual components to build a model of the population-level dynamics from the start.

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