45 citations · 88 across the 3 of their papers we have counts for
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cs.LG2019
Multivariate Uncertainty in Deep Learning
Rebecca L. Russell, Christopher Reale
Deep learning has the potential to dramatically impact navigation and tracking state estimation problems critical to autonomous vehicles and robotics. Measurement uncertainties in…
cs.LG2019★ 45 cited
Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data
Jacob Harer, Chris Reale, Peter Chin
Many common sequential data sources, such as source code and natural language, have a natural tree-structured representation. These trees can be generated by fitting a sequence to…