Publications
This section contains publications published by ISI over the past several decades.
2021
Understanding procedural knowledge by sequencing multimodal instructional manuals
Te-Lin Wu, Alex Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph Weischedel, Nanyun Peng
CoRR, 2021
Implicit svd for graph representation learning
Sami Abu-El-Haija, Hesham Mostafa, Marcel Nassar, Valentino Crespi, Greg Ver Steeg, Aram Galstyan
Advances in Neural Information Processing Systems 34, 8419-8431, 2021
Information-theoretic generalization bounds for black-box learning algorithms
Hrayr Harutyunyan, Maxim Raginsky, Greg Ver Steeg, Aram Galstyan
Advances in Neural Information Processing Systems 34, 24670-24682, 2021
q-paths: Generalizing the geometric annealing path using power means
Vaden Masrani, Rob Brekelmans, Thang Bui, Frank Nielsen, Aram Galstyan, Greg Ver Steeg, Frank Wood
Uncertainty in Artificial Intelligence, 1938-1947, 2021
Layer-wise neural network compression via layer fusion
James O’Neill, Greg V Steeg, Aram Galstyan
Asian Conference on Machine Learning, 1381-1396, 2021
Cognitively inspired learning of incremental drifting concepts
Mohammad Rostami, Aram Galstyan
arXiv preprint arXiv:2110.04662, 2021
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation
Sarik Ghazarian, Zixi Liu, Akash SM, Ralph Weischedel, Aram Galstyan, Nanyun Peng
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling
Greg Ver Steeg, Aram Galstyan
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
Identifying botnet IP address clusters using natural language processing techniques on honeypot command logs
Valentino Crespi, Wes Hardaker, Sami Abu-El-Haija, Aram Galstyan
arXiv preprint arXiv:2104.10232, 2021
Influence decompositions for neural network attribution
Kyle Reing, Greg Ver Steeg, Aram Galstyan
International Conference on Artificial Intelligence and Statistics, 2710-2718, 2021
A survey of human judgement and quantitative forecasting methods
Maximilian Zellner, Ali E Abbas, David V Budescu, Aram Galstyan
Royal Society open science 8 (2), 201187, 2021
Discovering higher-order interactions through neural information decomposition
Kyle Reing, Greg Ver Steeg, Aram Galstyan
Entropy 23 (1), 79, 2021
Partner-assisted learning for few-shot image classification
Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
ParsiNLU: A Suite of Language Understanding Challenges for Persian
Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabagdi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh
Transactions of the Association for Computational Linguistics 9, 1147-1162, 2021
Mapping Moral Valence of Tweets Following the Killing of George Floyd, arXiv
JH Priniski, N Mokhberian, B Harandizadeh, F Morstatter, K Lerman, H Lu, PJ Brantingham
arXiv preprint arXiv:2104.09578, 2021
System and method for optically reading a sensor array
YY Dorfman, SE Ritter, JL Habif
US Patent App. 17/396,432, 2021
Optical steganography using phase encoding of coherent states in a noisy thermal channel
R Jain, A Jagannathan, JL Habif
Laser Science, JW7A. 114, 2021
Demonstration of a tunable optical correlation of a 10–15 Gbaud QPSK data signal using nonlinear wave mixing at a remotely controlled node
Fatemeh Alishahi, Kaiheng Zou, Amir Minoofar, Huibin Zhou, Moshe Tur, Jonathan L Habif, Alan E Willner
2021 IEEE Photonics Conference (IPC), 1-2, 2021
Experimental demonstration of remotely powered, controlled, and monitored optical switching based on laser-delivered signals
Ahmad Fallahpour, Amir Minoofar, Fatemeh Alishahi, Kaiheng Zou, Samer Idres, Hossein Hashemi, Jonathan Habif, Moshe Tur, Alan E Willner
Optics Letters 46 (18), 4589-4592, 2021
Detection and localization of near infrared lasers from atmospheric laser scattering
Andrew Rittenbach, Connor Finnerty, Jonathan L Habif
Emerging Imaging and Sensing Technologies for Security and Defence VI 11868 …, 2021