AutoML using Metadata Language Embeddings. - Iddo Drori; Lu Liu; Yi Nian; Sharath C. Koorathota; Jie S. Li; Antonio Khalil Moretti; Juliana Freire; Madeleine Udell (CoRR, 2019)

Sequence Models in Eye Tracking: Predicting Pupil Diameter During Learning. - Sharath C. Koorathota; Kaveri A. Thakoor; Patrick Adelman; Yaoli Mao; Xueqing Liu 002; Paul Sajda (ETRA Adjunct, 2020)

Editing Like Humans: A Contextual, Multimodal Framework for Automated Video Editing. - Sharath C. Koorathota; Patrick Adelman; Kelly Cotton; Paul Sajda (CVPR Workshops, 2021)

Improving Prediction of Cognitive Performance using Deep Neural Networks in Sparse Data. - Sharath C. Koorathota; Arunesh Mittal; Richard P. Sloan; Paul Sajda (CoRR, 2021)

Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images. - Kaveri A. Thakoor; Sharath C. Koorathota; Donald C. Hood; Paul Sajda (IEEE Trans. Biomed. Eng., 2021)

Multimodal Neurophysiological Transformer for Emotion Recognition. - Sharath C. Koorathota; Zain Khan; Pawan Lapborisuth; Paul Sajda (EMBC, 2022)

Robust and Interpretable Convolutional Neural Networks to Detect Glaucoma in Optical Coherence Tomography Images. - Kaveri A. Thakoor; Sharath C. Koorathota; Donald C. Hood; Paul Sajda (IEEE DataPort, 2022)

Neurophysiological Predictors of Self-Reported Difficulty in a Virtual-Reality Driving Scenario. - Jia Li Ma; Sharath C. Koorathota; Paul Sajda (EMBC, 2023)

Fixating on Attention: Integrating Human Eye Tracking into Vision Transformers. - Sharath C. Koorathota; Nikolas Papadopoulos; Jia Li Ma; Shruti Kumar; Xiaoxiao Sun 003; Arunesh Mittal; Patrick Adelman; Paul Sajda (CoRR, 2023)

Multimodal deep learning systems for analysis of human behavior, preference, and state - Sharath C. Koorathota (2023)

EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task. - Xiaoxiao Sun 003; Chongkun Zhao; Sharath C. Koorathota; Paul Sajda (EMBC, 2024)

Gaze-Informed Vision Transformers: Predicting Driving Decisions Under Uncertainty. - Sharath C. Koorathota; Nikolas Papadopoulos; Jia Li Ma; Shruti Kumar; Xiaoxiao Sun 003; Arunesh Mittal; Patrick Adelman; Paul Sajda (ICMI Companion, 2024)