82 citations · 96 across the 4 of their papers we have counts for
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cs.NE2023★ 3 cited
Learning and generalization of compositional representations of visual scenes
E. Paxon Frady, Spencer Kent, Quinn Tran +3
Complex visual scenes that are composed of multiple objects, each with attributes, such as object name, location, pose, color, etc., are challenging to describe in order to train n…
cs.NE2019★ 2 cited
Resonator Networks outperform optimization methods at solving high-dimensional vector factorization
Spencer J. Kent, E. Paxon Frady, Friedrich T. Sommer +1
We develop theoretical foundations of Resonator Networks, a new type of recurrent neural network introduced in Frady et al. (2020) to solve a high-dimensional vector factorization…