Search Results for author: Martin J. McKeown

Found 4 papers, 1 papers with code

Occlusion-Robust FAU Recognition by Mining Latent Space of Masked Autoencoders

no code implementations8 Dec 2022 Minyang Jiang, Yongwei Wang, Martin J. McKeown, Z. Jane Wang

Bypassing the occlusion reconstruction step, our model efficiently extracts FAU features of occluded faces by mining the latent space of a pretrained masked autoencoder.

Knowledge Distillation

Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey

no code implementations8 Dec 2021 Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang

Electroencephalogram (EEG) decoding aims to identify the perceptual, semantic, and cognitive content of neural processing based on non-invasively measured brain activity.

EEG Eeg Decoding

Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture

no code implementations22 Jul 2020 Ramy Hussein, Soojin Lee, Rabab Ward, Martin J. McKeown

Accurate prediction of epileptic seizures has remained elusive, despite the many advances in machine learning and time-series classification.

EEG Seizure prediction +3

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