23 citations · 24 across the 2 of their papers we have counts for
2 papers
q-bio.QM2019★ 1 cited
Cellular State Transformations using Generative Adversarial Networks
Colin Targonski, Benjamin T. Shealy, Melissa C. Smith +1
We introduce a novel method to unite deep learning with biology by which generative adversarial networks (GANs) generate transcriptome perturbations and reveal condition-defining g…
cs.LG2017★ 23 cited
Generalized Value Iteration Networks: Life Beyond Lattices
Sufeng Niu, Siheng Chen, Hanyu Guo +3
In this paper, we introduce a generalized value iteration network (GVIN), which is an end-to-end neural network planning module. GVIN emulates the value iteration algorithm by usin…