Publications
This section contains publications published by ISI over the past several decades.
2021
Meg: Multi-evidence gnn for multimodal semantic forensics
Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan
2020 25th International Conference on Pattern Recognition (ICPR), 9804-9811, 2021
Discourse-level relation extraction via graph pooling
I Hsu, Xiao Guo, Premkumar Natarajan, Nanyun Peng
arXiv preprint arXiv:2101.00124, 2021
Learning better visual dialog agents with pretrained visual-linguistic representation
Tao Tu, Qing Ping, Govindarajan Thattai, Gokhan Tur, Prem Natarajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Style-aware normalized loss for improving arbitrary style transfer
Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Class-agnostic object detection
Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
Attribute inference attack of speech emotion recognition in federated learning settings
Tiantian Feng, Hanieh Hashemi, Rajat Hebbar, Murali Annavaram, Shrikanth S Narayanan
arXiv preprint arXiv:2112.13416, 2021
Unsupervised speech representation learning for behavior modeling using triplet enhanced contextualized networks
Haoqi Li, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou
Computer Speech & Language 70, 101226, 2021
Feature fusion strategies for end-to-end evaluation of cognitive behavior therapy sessions
Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A Creed, Zac E Imel, David C Atkins, Shrikanth Narayanan
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
Automated quality assessment of cognitive behavioral therapy sessions through highly contextualized language representations
Nikolaos Flemotomos, Victor R Martinez, Zhuohao Chen, Torrey A Creed, David C Atkins, Shrikanth Narayanan
PloS one 16 (10), e0258639, 2021
Understanding of emotion perception from art
Digbalay Bose, Krishna Somandepalli, Souvik Kundu, Rimita Lahiri, Jonathan Gratch, Shrikanth Narayanan
arXiv preprint arXiv:2110.06486, 2021
Cross domain emotion recognition using few shot knowledge transfer
Justin Olah, Sabyasachee Baruah, Digbalay Bose, Shrikanth Narayanan
arXiv preprint arXiv:2110.05021, 2021
Inclusive machine intelligence and its promise for speech-centered societal application
Shrikanth Narayanan, Dani Byrd
The Journal of the Acoustical Society of America 150 (4_Supplement), A346-A346, 2021
Modeling speaker-specific vocal tract kinematics from gestural scores
Yijing Lu, Justin Ly, Shrikanth Narayanan, Louis Goldstein, Asterios Toutios
The Journal of the Acoustical Society of America 150 (4_Supplement), A188-A189, 2021
Privacy and utility preserving data transformation for speech emotion recognition
Tiantian Feng, Shrikanth Narayanan
2021 9th International Conference on Affective Computing and Intelligent …, 2021
Phone Duration Modeling for Speaker Age Estimation in Children
Prashanth Gurunath Shivakumar, Somer Bishop, Catherine Lord, Shrikanth Narayanan
arXiv e-prints, arXiv: 2109.01568, 2021
Health behaviour outcomes of a family based intervention for paediatric obesity in primary care: A randomized type II hybrid effectiveness‐implementation trial
Justin D Smith, Cady Berkel, Allison J Carroll, Emily Fu, Kevin J Grimm, Anne M Mauricio, Jenna Rudo‐Stern, Emily Winslow, Thomas J Dishion, Neil Jordan, David C Atkins, Shrikanth S Narayanan, Carlos Gallo, Meg M Bruening, Charlton Wilson, Farah Lokey, Kristen Samaddar
Pediatric Obesity 16 (9), e12780, 2021
Generalized Multiview Shared Subspace Learning Using View Bootstrapping
Krishna Somandepalli, Shrikanth Narayanan
IEEE Transactions on Signal Processing 69, 4774-4786, 2021
Annotation and evaluation of coreference resolution in screenplays
Sabyasachee Baruah, Sandeep Nallan Chakravarthula, Shrikanth Narayanan
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
Leveraging real-time MRI for illuminating linguistic velum action
Miran Oh, Dani Byrd, Shrikanth S Narayanan
Interspeech, 2021