110 citations · 232 across the 13 of their papers we have counts for
5 papers · 1 filter
Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning
Ji Eun Kim, Cory Henson, Kevin Huang +2
Having a comprehensive, high-quality dataset of road sign annotation is critical to the success of AI-based Road Sign Recognition (RSR) systems. In practice, annotators often face…
Learning to extrapolate using continued fractions: Predicting the critical temperature of superconductor materials
Pablo Moscato, Mohammad Nazmul Haque, Kevin Huang +2
In the field of Artificial Intelligence (AI) and Machine Learning (ML), the approximation of unknown target functions using limited instances $S={(\mathbf{x^{(i)}…
Continuous Operator Authentication for Teleoperated Systems Using Hidden Markov Models
Junjie Yan, Kevin Huang, Kyle Lindgren +2
In this paper, we present a novel approach for continuous operator authentication in teleoperated robotic processes based on Hidden Markov Models (HMM). While HMMs were originally…
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling
Wenxuan Zhou, Kevin Huang, Tengyu Ma +1
Document-level relation extraction (RE) poses new challenges compared to its sentence-level counterpart. One document commonly contains multiple entity pairs, and one entity pair o…
Entity and Evidence Guided Relation Extraction for DocRED
Kevin Huang, Guangtao Wang, Tengyu Ma +1
Document-level relation extraction is a challenging task which requires reasoning over multiple sentences in order to predict relations in a document. In this paper, we pro-pose a…