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08/12/2023
ADRMX: Additive Disentanglement of Domain Features with Remix Loss
The common assumption that train and test sets follow similar distributi...
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05/27/2023
Source Free Domain Adaptation of a DNN for SSVEP-based Brain-Computer Interfaces
This paper presents a source free domain adaptation method for steady-st...
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03/11/2023
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball Image
Group Activity Recognition (GAR) aims to detect the activity performed b...
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09/03/2022
Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific Training
Objective: Steady-state visually evoked potentials (SSVEPs), measured wi...
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11/17/2020
A Deep Neural Network for SSVEP-based Brain Computer Interfaces
The target identification in brain-computer interface (BCI) speller syst...
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06/14/2020
A Neural Network Approach for Online Nonlinear Neyman-Pearson Classification
We propose a novel Neyman-Pearson (NP) classifier that is both online an...
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09/30/2014
Data Imputation through the Identification of Local Anomalies
We introduce a comprehensive and statistical framework in a model free s...
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03/20/2012
