1 citations · 1 across the 5 of their papers we have counts for
5 papers
Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization
Ziyu Gong, Jim Lim, David I. Inouye
Distribution matching (DM) is a versatile domain-invariant representation learning technique that has been applied to tasks such as fair classification, domain adaptation, and doma…
Towards Practical Non-Adversarial Distribution Matching
Ziyu Gong, Ben Usman, Han Zhao +1
Distribution matching can be used to learn invariant representations with applications in fairness and robustness. Most prior works resort to adversarial matching methods but the r…
Assessment of Anterior Cruciate Ligament Injury Risk Based on Human Key Points Detection Algorithm
Ziyu Gong, Xiong Zhao, Chen Yang
This paper aims to detect the potential injury risk of the anterior cruciate ligament (ACL) by proposing an ACL potential injury risk assessment algorithm based on key points of th…
Cooperative Distribution Alignment via JSD Upper Bound
Wonwoong Cho, Ziyu Gong, David I. Inouye
Unsupervised distribution alignment estimates a transformation that maps two or more source distributions to a shared aligned distribution given only samples from each distribution…
Iterative Alignment Flows
Zeyu Zhou, Ziyu Gong, Pradeep Ravikumar +1
The unsupervised task of aligning two or more distributions in a shared latent space has many applications including fair representations, batch effect mitigation, and unsupervised…