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paozival's Projects

dfaf icon dfaf

Unofficial reimplementation of Dynamic Fusion with Intra- and Inter-modality Attention Flow for Visual Question Answering

dgcnn icon dgcnn

Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch

eeg-conformer icon eeg-conformer

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

eeg-transformer icon eeg-transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

semimvae icon semimvae

Semi-supervised Multi-view Variational Autoencoder (semiMVAE)

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