Nilantha Premakumara

According to our database, Nilantha Premakumara authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

A without-stage-annotation insomnia assessment using single-channel electroencephalography.

Chan-Yun Yang, Nilantha Premakumara, Hooman Samani, Chinthaka Premachandra

Expert Syst. Appl., 2025

2023

Enhancing object detection robustness: A synthetic and natural perturbation approach.

Nilantha Premakumara, Brian Jalaian, Niranjan Suri, Hooman Samani

CoRR, 2023

Shedding Light on Darkness: Enhancing Object Detection Robustness with Synthetic Perturbations for Real-world Challenges.

Nilantha Premakumara, Brian Jalaian, Niranjan Suri

Proceedings of the IEEE Conference on Artificial Intelligence, 2023

Improving Object Detection Robustness against Natural Perturbations through Synthetic Data Augmentation.

Nilantha Premakumara, Brian Jalaian, Niranjan Suri, Hooman Samani

Proceedings of the 2023 Asia Conference on Computer Vision, 2023