4 citations · 11 across the 10 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022
Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection
Xiongjie Chen, Yunpeng Li, Yongxin Yang
Out-of-distribution (OOD) detection has recently received much attention from the machine learning community due to its importance in deploying machine learning models in real-worl…
cs.AI2022
Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow
Xiongjie Chen, Yunpeng Li
Tuning of measurement models is challenging in real-world applications of sequential Monte Carlo methods. Recent advances in differentiable particle filters have led to various eff…