19 citations · 46 across the 14 of their papers we have counts for
3 papers · 1 filter
Masked Multi-Step Multivariate Time Series Forecasting with Future Information
Yiwei Fu, Honggang Wang, Nurali Virani
In this paper, we introduce Masked Multi-Step Multivariate Forecasting (MMMF), a novel and general self-supervised learning framework for time series forecasting with known future…
Uncertainty-aware Perception Models for Off-road Autonomous Unmanned Ground Vehicles
Zhaoyuan Yang, Yewteck Tan, Shiraj Sen +4
Off-road autonomous unmanned ground vehicles (UGVs) are being developed for military and commercial use to deliver crucial supplies in remote locations, help with mapping and surve…
Automated Creation and Human-assisted Curation of Computable Scientific Models from Code and Text
Varish Mulwad, Andrew Crapo, Vijay S. Kumar +5
Scientific models hold the key to better understanding and predicting the behavior of complex systems. The most comprehensive manifestation of a scientific model, including crucial…