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03/30/2023
Practical self-supervised continual learning with continual fine-tuning
Self-supervised learning (SSL) has shown remarkable performance in compu...
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01/19/2022
Enhancing the Security Privacy of Wearable Brain-Computer Interfaces
Brain computing interfaces (BCI) are used in a plethora of safety/privac...
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07/21/2021
High Frequency EEG Artifact Detection with Uncertainty via Early Exit Paradigm
Electroencephalography (EEG) is crucial for the monitoring and diagnosis...
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05/13/2021
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs
Quantized neural networks (NN) are the common standard to efficiently de...
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04/05/2021
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data
Recently, sound-based COVID-19 detection studies have shown great promis...
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02/11/2021