2 papers
cs.LG2026
Mutual Information Surprise: Rethinking Unexpectedness in Autonomous Systems
Yinsong Wang, Quan Zeng, Xiao Liu +1
A community of researchers appears to think that a machine can be surprised and have introduced various surprise measures, principally the Shannon Surprise and the Bayesian Surpris…
cs.LG2025
Fire-EnSF: Wildfire Spread Data Assimilation using Ensemble Score Filter
Hongzheng Shi, Yuhang Wang, Xiao Liu
As wildfires become increasingly destructive and expensive to control, effective management of active wildfires requires accurate, real-time fire spread predictions. To enhance the…