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WARP: Word-level Adversarial ReProgramming

Jan 01, 2021
Karen Hambardzumyan, Hrant Khachatrian, Jonathan May

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Robust Classification under Class-Dependent Domain Shift

Jul 10, 2020
Tigran Galstyan, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan

* Accepted at ICML 2020 workshop on Uncertainty and Robustness in Deep Learning 

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Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis

Jan 05, 2020
Mang Tik Chiu, Xingqian Xu, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Hrant Khachatrian, Hovnatan Karapetyan, Ivan Dozier, Greg Rose, David Wilson, Adrian Tudor, Naira Hovakimyan, Thomas S. Huang, Honghui Shi

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Efficient Covariance Estimation from Temporal Data

May 30, 2019
Hrayr Harutyunyan, Daniel Moyer, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan

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Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks

Sep 10, 2018
Gor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian

* System description paper of our system for the CoNLL 2018 shared task on Universal Dependency parsing 

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Natural Language Inference over Interaction Space: ICLR 2018 Reproducibility Report

Feb 09, 2018
Martin Mirakyan, Karen Hambardzumyan, Hrant Khachatrian

* as part of ICLR 2018 Reproducibility Challenge 

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Multitask Learning and Benchmarking with Clinical Time Series Data

Mar 22, 2017
Hrayr Harutyunyan, Hrant Khachatrian, David C. Kale, Aram Galstyan

* Proposes clinical prediction benchmark tasks; details can be found at Manuscript revisions will be uploaded regularly to reflect updates to the benchmark data set, new results, and new findings. An earlier version of this manuscript is currently under review for SIGKDD 2017 

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