Search Results for author: Nilantha Premakumara

Found 2 papers, 0 papers with code

Insomnia Identification via Electroencephalography

no code implementations9 Feb 2024 Olviya Udeshika, Dilshan Lakshitha, Nilantha Premakumara, Surangani Bandara

Insomnia is a serious sleep disorder caused by abnormal or excessive neural activity in the brain.

EEG

Enhancing object detection robustness: A synthetic and natural perturbation approach

no code implementations20 Apr 2023 Nilantha Premakumara, Brian Jalaian, Niranjan Suri, Hooman Samani

Robustness against real-world distribution shifts is crucial for the successful deployment of object detection models in practical applications.

Data Augmentation Object +2

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