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ORCIDSharath C. Koorathota
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2020 – today
- 2024
[c5]Sharath C. Koorathota
, Nikolas Papadopoulos, Jia Li Ma, Shruti Kumar, Xiaoxiao Sun, Arunesh Mittal, Patrick Adelman, Paul Sajda:
Gaze-Informed Vision Transformers: Predicting Driving Decisions Under Uncertainty. ICMI Companion 2024: 184-194- 2023
- [b1]Sharath C. Koorathota:
Multimodal deep learning systems for analysis of human behavior, preference, and state. Columbia University, USA, 2023 - [c4]Jia Li Ma, Sharath C. Koorathota, Paul Sajda:
Neurophysiological Predictors of Self-Reported Difficulty in a Virtual-Reality Driving Scenario. EMBC 2023: 1-4 - [i3]Sharath C. Koorathota, Nikolas Papadopoulos, Jia Li Ma, Shruti Kumar, Xiaoxiao Sun, Arunesh Mittal, Patrick Adelman, Paul Sajda:
Fixating on Attention: Integrating Human Eye Tracking into Vision Transformers. CoRR abs/2308.13969 (2023) - 2022
- [c3]Sharath C. Koorathota, Zain Khan, Pawan Lapborisuth, Paul Sajda:
Multimodal Neurophysiological Transformer for Emotion Recognition. EMBC 2022: 3563-3567 - [d1]Kaveri A. Thakoor, Sharath C. Koorathota, Donald C. Hood, Paul Sajda:
Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images. IEEE DataPort, 2022
- 2021
- [j1]Kaveri A. Thakoor, Sharath C. Koorathota, Donald C. Hood, Paul Sajda:
Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images. IEEE Trans. Biomed. Eng. 68(8): 2456-2466 (2021) - [c2]Sharath C. Koorathota, Patrick Adelman, Kelly Cotton, Paul Sajda:
Editing Like Humans: A Contextual, Multimodal Framework for Automated Video Editing. CVPR Workshops 2021: 1701-1709 - [i2]Sharath C. Koorathota, Arunesh Mittal, Richard P. Sloan, Paul Sajda:
Improving Prediction of Cognitive Performance using Deep Neural Networks in Sparse Data. CoRR abs/2112.14314 (2021) - 2020
- [c1]Sharath C. Koorathota, Kaveri A. Thakoor, Patrick Adelman, Yaoli Mao, Xueqing Liu, Paul Sajda:
Sequence Models in Eye Tracking: Predicting Pupil Diameter During Learning. ETRA Adjunct 2020: 32:1-32:3
2010 – 2019
- 2019
- [i1]Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell:
AutoML using Metadata Language Embeddings. CoRR abs/1910.03698 (2019)
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