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Soroosh Shahtalebi
Soroosh Shahtalebi
Postdoctoral fellow, Vector Institute
Verified email at vectorinstitute.ai - Homepage
Title
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Cited by
Year
Sand-mask: An enhanced gradient masking strategy for the discovery of invariances in domain generalization
S Shahtalebi, JC Gagnon-Audet, T Laleh, M Faramarzi, K Ahuja, I Rish
arXiv preprint arXiv:2106.02266, 2021
202021
Phtnet: Characterization and deep mining of involuntary pathological hand tremor using recurrent neural network models
S Shahtalebi, SF Atashzar, O Samotus, RV Patel, MS Jog, A Mohammadi
Scientific reports 10 (1), 1-19, 2020
162020
WAKE: Wavelet decomposition coupled with adaptive Kalman filtering for pathological tremor extraction
S Shahtalebi, SF Atashzar, RV Patel, A Mohammadi
Biomedical Signal Processing and Control 48, 179-188, 2019
162019
Bayesian optimized spectral filters coupled with ternary ECOC for single-trial EEG classification
S Shahtalebi, A Mohammadi
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (12 …, 2018
162018
Siamese neural networks for EEG-based brain-computer interfaces
S Shahtalebi, A Asif, A Mohammadi
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
142020
HMFP-DBRNN: Real-time hand motion filtering and prediction via deep bidirectional RNN
S Shahtalebi, SF Atashzar, RV Patel, A Mohammadi
IEEE Robotics and Automation Letters 4 (2), 1061-1068, 2019
132019
A Bayesian framework to optimize double band spectra spatial filters for motor imagery classification
S Shahtalebi, A Mohammadi
2018 ieee international conference on acoustics, speech and signal …, 2018
92018
Ternary ECOC classifiers coupled with optimized spatio-spectral patterns for multiclass motor imagery classification
S Shahtalebi, A Mohammadi
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2231-2236, 2017
92017
Error correction output codding coupled with the CSP for motor imagery BCI systems
S Shahtalebi, A Mohammadi
2017 25th European Signal Processing Conference (EUSIPCO), 2071-2075, 2017
62017
A deep explainable artificial intelligent framework for neurological disorders discrimination
S Shahtalebi, SF Atashzar, RV Patel, MS Jog, A Mohammadi
Scientific reports 11 (1), 1-18, 2021
42021
A multi-rate and auto-adjustable wavelet decomposition framework for pathological hand tremor extraction
S Shahtalebi, A Mohammadi, SF Atashzar, RV Patel
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
32017
Predicting Fine-Tuning Performance with Probing
Z Zhu, S Shahtalebi, F Rudzicz
ACL 2022 Workshop BigScience, 2022
12022
Adaptive Subject-specific Bayesian Spectral Filtering for Single Trial EEG Classification
M Mirgholami, S Shahtalebi, W Cui, R Karimi, A Asif, A Mohammadi
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
12019
Training of deep bidirectional RNNs for hand motion filtering via multimodal data fusion
S Shahtalebi, SF Atashzar, RV Patel, A Mohammadi
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
12019
Feature Space Reduction for Single Trial EEG Classification based on Wavelet Decomposition
S Shahtalebi, A Mohammadi
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
12019
OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization
Z Zhu, S Shahtalebi, F Rudzicz
arXiv preprint arXiv:2208.12352, 2022
2022
A Remedy For Distributional Shifts Through Expected Domain Translation
JC Gagnon-Audet, S Shahtalebi, F Rudzicz, I Rish
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
Towards effective application of data-driven learning models for assistive technologies and brain-computer interfaces
S Shahtalebi
Concordia University, 2020
2020
SAND-mask: An Enhanced Gradient Masking Strategy for Invariant Prediction in Domain Generalization
S Shahtalebi, JC Gagnon-Audet, T Laleh, M Faramarzi, K Ahuja, I Rish
Out-of-Distribution Failure through the Lens of Labeling Mechanisms: An Information Theoretic Approach
S Shahtalebi, Z Zhu, F Rudzicz
ICML 2022: Workshop on Spurious Correlations, Invariance and Stability, 0
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Articles 1–20