435 citations · 1.3k across the 28 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 435 cited
Energy-based Out-of-distribution Detection
Weitang Liu, Xiaoyun Wang, John D. Owens +1
Determining whether inputs are out-of-distribution (OOD) is an essential building block for safely deploying machine learning models in the open world. However, previous methods re…
cs.DC2020★ 8 cited
Fast Gunrock Subgraph Matching (GSM) on GPUs
Leyuan Wang, John D. Owens
In this paper, we propose a GPU-efficient subgraph isomorphism algorithm using the Gunrock graph analytic framework, GSM (Gunrock Subgraph Matching), to compute graph matching on G…