Publications
This section contains publications published by ISI over the past several decades.
2024
Early detection of coffee leaf rust through convolutional neural networks trained on low-resolution images
Angelly Cabrera, Kleanthis Avramidis, Shrikanth Narayanan
arXiv preprint arXiv:2407.14737, 2024
Artificial intelligence to differentiate pediatric pseudopapilledema and true papilledema on fundus photographs
Melinda Y Chang, Gena Heidary, Shannon Beres, Stacy L Pineles, Eric D Gaier, Ryan Gise, Mark Reid, Kleanthis Avramidis, Mohammad Rostami, Shrikanth Narayanan, Pediatric Optic Nerve Investigator Group
Ophthalmology Science 4 (4), 100496, 2024
Scaling representation learning from ubiquitous ecg with state-space models
Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemysław Kazienko, Stanisław Saganowski, Shrikanth Narayanan
IEEE Journal of Biomedical and Health Informatics, 2024
Saliency analysis of eye tracking in children with cortical/cerebral visual impairment (CVI) enabled by machine learning
Melinda Chang, Kleanthis Avramidis, Rahul Sharma, Mark Borchert, Shrikanth Narayanan
Investigative Ophthalmology & Visual Science 65 (7), 1501-1501, 2024
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding
Tuo Zhang, Tiantian Feng, Yibin Ni, Mengqin Cao, Ruying Liu, Katharine Butler, Yanjun Weng, Mi Zhang, Shrikanth S Narayanan, Salman Avestimehr
arXiv preprint arXiv:2406.10318, 2024
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?
Tiantian Feng, Dimitrios Dimitriadis, Shrikanth Narayanan
arXiv preprint arXiv:2406.08800, 2024
Exploring speech foundation models for speaker diarization in child-adult dyadic interactions
Anfeng Xu, Kevin Huang, Tiantian Feng, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan
arXiv preprint arXiv:2406.07890, 2024
Toward fully-end-to-end listened speech decoding from EEG signals
Jihwan Lee, Aditya Kommineni, Tiantian Feng, Kleanthis Avramidis, Xuan Shi, Sudarsana Kadiri, Shrikanth Narayanan
arXiv preprint arXiv:2406.08644, 2024
Machine-learning-based prediction of client distress from session recordings
Patty B Kuo, Michael J Tanana, Simon B Goldberg, Derek D Caperton, Shrikanth Narayanan, David C Atkins, Zac E Imel
Clinical Psychological Science 12 (3), 435-446, 2024
TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality
Tiantian Feng, Xuan Shi, Rahul Gupta, Shrikanth S Narayanan
arXiv preprint arXiv:2404.17983, 2024
TextEE: Benchmark, reevaluation, reflections, and future challenges in event extraction
Kuan-Hao Huang, I Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji
Findings of the Association for Computational Linguistics ACL 2024, 12804-12825, 2024
Natural language processing
GS Thattai, Q Ping, F Niu, JJ Chengottusseriyil, P Rajagopal, Q Gao, ...
US Patent 11,978,437, 2024
Argument-Aware Approach To Event Linking
I Hsu, Zihan Xue, Nilay Pochh, Sahil Bansal, Premkumar Natarajan, Jayanth Srinivasa, Nanyun Peng
arXiv preprint arXiv:2403.15097, 2024
Alexa arena: A user-centric interactive platform for embodied ai
Qiaozi Gao, Govind Thattai, Suhaila Shakiah, Xiaofeng Gao, Shreyas Pansare, Vasu Sharma, Gaurav Sukhatme, Hangjie Shi, Bofei Yang, Desheng Zhang, Lucy Hu, Karthika Arumugam, Shui Hu, Matthew Wen, Dinakar Guthy, Shunan Chung, Rohan Khanna, Osman Ipek, Leslie Ball, Kate Bland, Heather Rocker, Michael Johnston, Reza Ghanadan, Dilek Hakkani-Tur, Prem Natarajan
Advances in Neural Information Processing Systems 36, 2024
Predictive deletion of user input
R Prasad, SNP Vitaladevuni, P Natarajan
US Patent App. 18/322,918, 2024
Managing Resources in a DoD Space-based Agile/DevSecOps Program
Michael Orosz
Acquisition Research Program, 2024
Defense Civilian Training Corps (DCTC) Integrated Curriculum and Development Pilot-0 Implementation
George P Korfiatis, Michael Orosz, Dinesh Verma
Acquisition Research Program, 2024
RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking
Yifan Jiang, Kriti Aggarwal, Tanmay Laud, Kashif Munir, Jay Pujara, Subhabrata Mukherjee
arXiv preprint arXiv:2409.17458, 2024
Surprising Resilience of Science During a Global Pandemic: A Large-Scale Descriptive Analysis
Kian Ahrabian, Casandra Rusti, Ziao Wang, Jay Pujara, Kristina Lerman
arXiv preprint arXiv:2409.07710, 2024
Integrating Pre-Trained Language Model with Physical Layer Communications
Ju-Hyung Lee, Dong-Ho Lee, Joohan Lee, Jay Pujara
IEEE Transactions on Wireless Communications 23 (11), 17266-17278, 2024