20 citations · 41 across the 5 of their papers we have counts for
4 papers
Causal Image Synthesis of Brain MR in 3D
Yujia Li, Jiong Shi, S. Kevin Zhou
Clinical decision making requires counterfactual reasoning based on a factual medical image and thus necessitates causal image synthesis. To this end, we present a novel method for…
Association study between gene expression and multiple phenotypes in omics applications of complex diseases
Yujia Li, Yusi Fang, Peng Liu +1
Studying phenotype-gene association can uncover mechanism of diseases and develop efficient treatments. In complex disease where multiple phenotypes are available and correlated, a…
Learning unbiased features
Yujia Li, Kevin Swersky, Richard Zemel
A key element in transfer learning is representation learning; if representations can be developed that expose the relevant factors underlying the data, then new tasks and domains…
Mean-Field Networks
Yujia Li, Richard Zemel
The mean field algorithm is a widely used approximate inference algorithm for graphical models whose exact inference is intractable. In each iteration of mean field, the approximat…