1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
SiamMM: A Mixture Model Perspective on Deep Unsupervised Learning
Xiaodong Wang, Jing Huang, Kevin J Liang
Recent studies have demonstrated the effectiveness of clustering-based approaches for self-supervised and unsupervised learning. However, the application of clustering is often heu…
cs.LG2023★ 1 cited
HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings
Nikhil Mehta, Kevin J Liang, Jing Huang +3
Out-of-distribution (OOD) detection is an important topic for real-world machine learning systems, but settings with limited in-distribution samples have been underexplored. Such f…