264 citations · 652 across the 29 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 215 cited
W-Net: A Deep Model for Fully Unsupervised Image Segmentation
Xide Xia, Brian Kulis
While significant attention has been recently focused on designing supervised deep semantic segmentation algorithms for vision tasks, there are many domains in which sufficient sup…
stat.ML2017
Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models
Trevor Campbell, Brian Kulis, Jonathan How
Bayesian nonparametrics are a class of probabilistic models in which the model size is inferred from data. A recently developed methodology in this field is small-variance asymptot…
cs.LG2017★ 2 cited
Stable Distribution Alignment Using the Dual of the Adversarial Distance
Ben Usman, Kate Saenko, Brian Kulis
Methods that align distributions by minimizing an adversarial distance between them have recently achieved impressive results. However, these approaches are difficult to optimize w…