3 citations · 7 across the 4 of their papers we have counts for
4 papers
AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics
Tingting Yuan, Liang Mi, Weijun Wang +2
The quality of the video stream is key to neural network-based video analytics. However, low-quality video is inevitably collected by existing surveillance systems because of poor…
Variational Wasserstein Barycenters for Geometric Clustering
Liang Mi
We propose to compute Wasserstein barycenters (WBs) by solving for Monge maps with variational principle. We discuss the metric properties of WBs and explore their connections, esp…
Regularized Wasserstein Means for Aligning Distributional Data
Liang Mi, Wen Zhang, Yalin Wang
We propose to align distributional data from the perspective of Wasserstein means. We raise the problem of regularizing Wasserstein means and propose several terms tailored to tack…
Variational Wasserstein Clustering
Liang Mi, Wen Zhang, Xianfeng Gu +1
We propose a new clustering method based on optimal transportation. We solve optimal transportation with variational principles, and investigate the use of power diagrams as transp…