688 citations · 726 across the 13 of their papers we have counts for
14 papers
Interval edge-colorings of Cartesian products of graphs II
Petros A. Petrosyan, Hrant H. Khachatrian, Hovhannes G. Tananyan
An \emph{interval -coloring} of a graph is a proper edge-coloring with colors such that the colors on the edges incident to every vertex of are colored by co…
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis
Mang Tik Chiu, Xingqian Xu, Yunchao Wei +12
The success of deep learning in visual recognition tasks has driven advancements in multiple fields of research. Particularly, increasing attention has been drawn towards its appli…
Efficient Covariance Estimation from Temporal Data
Hrayr Harutyunyan, Daniel Moyer, Hrant Khachatrian +2
Estimating the covariance structure of multivariate time series is a fundamental problem with a wide-range of real-world applications -- from financial modeling to fMRI analysis. D…
Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks
Gor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian
This paper describes our submission to CoNLL 2018 UD Shared Task. We have extended an LSTM-based neural network designed for sequence tagging to additionally generate character-lev…
Natural Language Inference over Interaction Space: ICLR 2018 Reproducibility Report
Martin Mirakyan, Karen Hambardzumyan, Hrant Khachatrian
We have tried to reproduce the results of the paper "Natural Language Inference over Interaction Space" submitted to ICLR 2018 conference as part of the ICLR 2018 Reproducibility C…
Multitask learning and benchmarking with clinical time series data
Hrayr Harutyunyan, Hrant Khachatrian, David C. Kale +2
Health care is one of the most exciting frontiers in data mining and machine learning. Successful adoption of electronic health records (EHRs) created an explosion in digital clini…