Emadeldeen Eldele

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

emadeldeen24

[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

emadeldeen24

Pretrained Keras model for face anti-spoofing or face liveness detection problem based on rPPG features

emadeldeen24

This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I classified them generally according to the proposed technique.

emadeldeen24

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

emadeldeen24

[TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification

emadeldeen24

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

emadeldeen24

[TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup

emadeldeen24

[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

emadeldeen24

[ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

emadeldeen24