48 citations · 73 across the 11 of their papers we have counts for
3 papers · 1 filter
Efficient Action Recognition Using Confidence Distillation
Shervin Manzuri Shalmani, Fei Chiang, Rong Zheng
Modern neural networks are powerful predictive models. However, when it comes to recognizing that they may be wrong about their predictions, they perform poorly. For example, for o…
Temporal Graph Functional Dependencies [Extended Version]
Morteza Alipourlangouri, Adam Mansfield, Fei Chiang +1
Data dependencies have been extended to graphs to characterize topological and value constraints. Existing data dependencies are defined to capture inconsistencies in static graphs…
Discovery and Contextual Data Cleaning with Ontology Functional Dependencies
Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri +3
Functional Dependencies (FDs) define attribute relationships based on syntactic equality, and, when usedin data cleaning, they erroneously label syntactically different but semanti…