1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Double-Bounded Optimal Transport for Advanced Clustering and Classification
Liangliang Shi, Zhaoqi Shen, Junchi Yan
Optimal transport (OT) is attracting increasing attention in machine learning. It aims to transport a source distribution to a target one at minimal cost. In its vanilla form, the…
cs.LG2021★ 1 cited
IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse
Yang Li, Liangliang Shi, Junchi Yan
Despite its success, generative adversarial networks (GANs) still suffer from mode collapse, i.e., the generator can only map latent variables to a partial set of modes in the targ…