Publications
This section contains publications published by ISI over the past several decades.
2021
Attention-gated convolutional neural networks for off-resonance correction of spiral real-time MRI
Yongwan Lim, Shrikanth S Narayanan, Krishna S Nayak
arXiv preprint arXiv:2102.07271, 2021
Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices
Rajat Hebbar, Pavlos Papadopoulos, Ramon Reyes, Alexander F Danvers, Angelina J Polsinelli, Suzanne A Moseley, David A Sbarra, Matthias R Mehl, Shrikanth Narayanan
EURASIP Journal on Audio, Speech, and Music Processing 2021 (1), 7, 2021
Conversational correlates of rapid social judgments of children and adolescents with and without ASD
Aaron Shield, Xin Wang, Daniel Bone, Shrikanth Narayanan, Ruth B Grossman
Clinical linguistics & phonetics 35 (2), 172-184, 2021
Developing neural representations for robust child-adult diarization
Suchitra Krishnamachari, Manoj Kumar, So Hyun Kim, Catherine Lord, Shrikanth Narayanan
2021 IEEE Spoken Language Technology Workshop (SLT), 590-597, 2021
Rnn based incremental online spoken language understanding
Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis Georgiou, Shrikanth Narayanan
2021 IEEE Spoken Language Technology Workshop (SLT), 989-996, 2021
Temporal dynamics of workplace acoustic scenes: Egocentric analysis and prediction
Arindam Jati, Amrutha Nadarajan, Raghuveer Peri, Karel Mundnich, Tiantian Feng, Benjamin Girault, Shrikanth Narayanan
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 756-769, 2021
Computational media intelligence: Human-centered machine analysis of media
Krishna Somandepalli, Tanaya Guha, Victor R Martinez, Naveen Kumar, Hartwig Adam, Shrikanth Narayanan
Proceedings of the IEEE 109 (5), 891-910, 2021
Enhancing the brain's emotion regulation capacity with a randomised trial of a 5-week heart rate variability biofeedback intervention
Kaoru Nashiro, Jungwon Min, Hyun Joo Yoo, Christine Cho, Shelby L Bachman, Shubir Dutt, Julian F Thayer, Paul Lehrer, Tiantian Feng, Noah Mercer, Padideh Nasseri, Diana Wang, Catie Chang, Vasilis Z Marmarelis, Shri Narayanan, Daniel A Nation, Mara Mather
MedRxiv, 2021
USC-SAIL system for DIHARD III: Domain adaptive diarization system
Tae Jin Park, Raghuveer Peri, Arindam Jati, Shrikanth Narayanan
Proc. 3rd DIHARD Speech Diarization Challenge Workshop, 2021
Analyzing Short Term Dynamic Speech Features for Understanding Behavioral Traits of Children with Autism Spectrum Disorder.
Young-Kyung Kim, Rimita Lahiri, Md Nasir, So Hyun Kim, Somer Bishop, Catherine Lord, Shrikanth S Narayanan
Interspeech, 2916-2920, 2021
Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs
Mehrnoosh Mirtaheri
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15724 …, 2021
Graph traversal with tensor functionals: A meta-algorithm for scalable learning
Elan Markowitz*, Keshav Balasubramanian*, Mehrnoosh Mirtaheri*, Sami* Abu-El-Haija, Bryan Perozzi, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2102.04350, 2021
Identifying and analyzing cryptocurrency manipulations in social media
Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Fred Morstatter, Greg Ver Steeg, Aram Galstyan
IEEE Transactions on Computational Social Systems 8 (3), 607-617, 2021
Models, Markets, and the Forecasting of Elections
Rajiv Sethi, Julie Seager, Emily Cai, Daniel M Benjamin, Fred Morstatter
arXiv preprint arXiv:2102.04936, 2021
Systematizing confidence in open research and evidence (SCORE)
Nazanin Alipourfard, Beatrix Arendt, Daniel M Benjamin, Noam Benkler, Michael Bishop, Mark Burstein, Martin Bush, James Caverlee, Yiling Chen, Chae Clark, Anna Dreber Almenberg, Timothy M Errington, Fiona Fidler, Nicholas Fox, Aaron Frank, Hannah Fraser, Scott Friedman, Ben Gelman, James Gentile, Jian Wu, SCORE Collaboration
SocArXiv, 2021
" Stop Asian hate!": refining detection of anti-Asian hate speech during the covid-19 pandemic
Huy Nghiem, Fred Morstatter
arXiv preprint arXiv:2112.02265, 2021
I'll Play on My Other Account: The Network and Behavioral Differences of Sybils
Fred Morstatter, Do Own Kim, Natalie Jonckheere, Calvin Liu, Malika Seth, Dmitri Williams
Proceedings of the ACM on Human-Computer Interaction 5 (CHI PLAY), 1-18, 2021
Analyzing race and citizenship bias in Wikidata
Zaina Shaik, Filip Ilievski, Fred Morstatter
2021 IEEE 18th international conference on mobile Ad Hoc and smart systems …, 2021
AutoTrigger: label-efficient and robust named entity recognition with auxiliary trigger extraction
Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren
arXiv preprint arXiv:2109.04726, 2021
Attributing fair decisions with attention interventions
Ninareh Mehrabi, Umang Gupta, Fred Morstatter, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2109.03952, 2021