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Sharath Koorathota
Sharath Koorathota
Adresse e-mail validée de columbia.edu - Page d'accueil
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Day by day, hour by hour: Naturalistic language input to infants
E Bergelson, A Amatuni, S Dailey, S Koorathota, S Tor
Developmental science 22 (1), e12715, 2019
1682019
Robust and interpretable convolutional neural networks to detect glaucoma in optical coherence tomography images
KA Thakoor, SC Koorathota, DC Hood, P Sajda
IEEE Transactions on Biomedical Engineering 68 (8), 2456-2466, 2020
602020
AutoML using metadata language embeddings
I Drori, L Liu, S Koorathota, N Yi, J Li, A Moretti, J Freire, M Udell
NeurIPS Workshop on Meta-Learning, 2019
302019
Integrating neural and ocular attention reorienting signals in virtual reality
P Lapborisuth, S Koorathota, Q Wang, P Sajda
Journal of Neural Engineering 18 (6), 066052, 2022
152022
Editing like humans: a contextual, multimodal framework for automated video editing
S Koorathota, P Adelman, K Cotton, P Sajda
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
72021
Pupil-linked arousal modulates network-level EEG signatures of attention reorienting during immersive multitasking
P Lapborisuth, S Koorathota, P Sajda
Journal of Neural Engineering 20 (4), 046043, 2023
52023
Sequence Models in Eye Tracking: Predicting Pupil Diameter During Learning
S Koorathota, K Thakoor, P Adelman, P Mao, Yaoli, Liu, Xueqing, Sajda
ACM Symposium on Eye Tracking Research and Applications, 3, 2020
52020
Autonomic indices and loss-of-control eating in adolescents: An ecological momentary assessment study
LM Ranzenhofer, S Solhjoo, RD Crosby, BH Kim, R Korn, S Koorathota, ...
Psychological medicine 53 (10), 4742-4750, 2023
32023
A Recurrent Neural Network for Attenuating Non-Cognitive Components of Pupil Dynamics
SC Koorathota, K Thakoor, H Linbi, Y Mao, P Adelman, P Sajda
Frontiers in Psychology 12, 12, 2021
32021
Fixating on Attention: Integrating Human Eye Tracking into Vision Transformers
S Koorathota, N Papadopoulos, JL Ma, S Kumar, X Sun, A Mittal, ...
arXiv preprint arXiv:2308.13969, 2023
22023
Multimodal deep learning systems for analysis of human behavior, preference, and state
S Koorathota
Columbia University, 2023
22023
Multimodal neurophysiological transformer for emotion recognition
S Koorathota, Z Khan, P Lapborisuth, P Sajda
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
22022
6 & 7-month-olds noun input: Human and automated corpus analyses
S Koorathota, S Morton, A Amatuni, E Bergelson
International Conference on Infant Studies, 2016
2*2016
Pupil-linked arousal correlates with neural activity prior to sensorimotor decisions
S Koorathota, JL Ma, J Faller, L Hong, P Lapborisuth, P Sajda
Journal of Neural Engineering 20 (6), 066031, 2023
12023
Heart rate variability is associated with global cognition and cognitive impairment: Results from the einstein aging study
CA Derby, J Qin, G Liu, S Koorathota, C Wang, RP Sloan
Alzheimer's & Dementia 19, e064226, 2023
12023
Improving Prediction of Cognitive Performance using Deep Neural Networks in Sparse Data
S Koorathota, A Mittal, RP Sloan, P Sajda
arXiv preprint arXiv:2112.14314, 2021
12021
Amark: Automated marking and processing techniques for ambulatory ECG data
S Koorathota, RP Sloan
arXiv preprint arXiv:2005.14115, 2020
12020
Gaze-Informed Vision Transformers: Predicting Driving Decisions Under Uncertainty
S Koorathota, N Papadopoulos, JL Ma, S Kumar, X Sun, A Mittal, ...
Companion Proceedings of the 26th International Conference on Multimodal …, 2024
2024
EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task
X Sun, C Zhao, S Koorathota, P Sajda
arXiv preprint arXiv:2410.06534, 2024
2024
Neurophysiological predictors of self-reported difficulty in a virtual-reality driving scenario
JL Ma, S Koorathota, P Sajda
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
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