Improving Object Detection Robustness against Natural Perturbations through Synthetic Data Augmentation. - Nilantha Premakumara; Brian Jalaian; Niranjan Suri; Hooman Samani 001 (CVIPPR, 2023)

Enhancing object detection robustness: A synthetic and natural perturbation approach. - Nilantha Premakumara; Brian Jalaian; Niranjan Suri; Hooman Samani 001 (CoRR, 2023)

A without-stage-annotation insomnia assessment using single-channel electroencephalography. - Chan-Yun Yang; Nilantha Premakumara; Hooman Samani 001; Chinthaka Premachandra (Expert Syst. Appl., 2025)