3 citations · 6 across the 5 of their papers we have counts for
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cs.CV2024★ 1 cited
Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations
Chan-Yun Yang, Nilantha Premakumara, Hooman Samani +1
This paper proposes a new approach to identifying patients with insomnia using a single EEG channel, without the need for sleep stage annotation. Data preprocessing, feature extrac…
cs.CV2023★ 3 cited
Enhancing object detection robustness: A synthetic and natural perturbation approach
Nilantha Premakumara, Brian Jalaian, Niranjan Suri +1
Robustness against real-world distribution shifts is crucial for the successful deployment of object detection models in practical applications. In this paper, we address the probl…