Inference in probabilistic graphical models by graph neural networks
Yoon, KJ., Liao, R., Xiong, Y., Zhang, L., Fetaya, E., Urtasun, R., Zemel, R., & Pitkow, X.
arXiv:1803.07710 (2018)
ICML (2019), Workshop on Tractable Probabilistic Modeling (Best Paper Award)
Reviving and improving recurrent backpropagation
Liao, R., Xiong, Y., Fetaya, E., Zhang, L., Yoon, KJ., Pitkow, X., Urtasun, R., & Zemel, R.
ICML (2018) [pdf]
A map-like micro-organization of grid cells in the medial entorhinal cortex
Gu, Y., Lewallen, S., Kinkhabwala, A. A., Domnisoru, C., Yoon, KJ., Gauthier, J., Fiete, I. R., and Tank, D. W.
Cell (2018) [pdf]