Elahe Rahimian

30 papers B 1Misc 6Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Multi-content time-series popularity prediction with Multiple-model Transformers in MEC networks.
Ad Hoc Networks
Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
2023 — conf
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning.
CVPR Workshops
Elahe Rahimian, Golara Javadi, Frederick Tung, Gabriel Leivas Oliveira
2023 J jnl
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning.
CoRR
Elahe Rahimian, Golara Javadi, Frederick Tung, Gabriel L. Oliveira
2023 Misc conf
HYDRA-HGR: A Hybrid Transformer-Based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information.
ICASSP
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
2023 J jnl
Light-Weight CNN-Attention Based Architecture Trained with a Hybrid Objective Function for EMG-Based Human Machine Interfaces.
Trans. Comput. Sci.
Soheil Zabihi, Elahe Rahimian, Amir Asif, Svetlana N. Yanushkevich, Arash Mohammadi
2023 Misc conf
Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition Via Electromyography.
ICASSP
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
2022 J jnl
BP-Net: Cuff-less and non-invasive blood pressure estimation via a generic deep convolutional architecture.
Biomed. Signal Process. Control.
Soheil Zabihi, Elahe Rahimian, Fatemeh Marefat, Amir Asif, Pedram Mohseni, Arash Mohammadi
2022 J jnl
HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information.
CoRR
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
2022 Misc conf
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.
ICASSP
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2022 J jnl
Light-weighted CNN-Attention based architecture for Hand Gesture Recognition via ElectroMyography.
CoRR
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
2022 J jnl
Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks.
CoRR
Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
2022 — conf
TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks.
ICC
Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
2022 J jnl
TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography.
CoRR
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
2022 J jnl
Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains.
CoRR
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Svetlana N. Yanushkevich, Arash Mohammadi
2022 — conf
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals.
EMBC
Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
2022 J jnl
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals.
CoRR
Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
2021 J jnl
BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture.
CoRR
Soheil Zabihi, Elahe Rahimian, Fatemeh Marefat, Amir Asif, Pedram Mohseni, Arash Mohammadi
2021 Misc conf
Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture Recognition.
ICASSP
Elahe Rahimian, Soheil Zabihi, Amir Asif, Seyed Farokh Atashzar, Arash Mohammadi
2021 J jnl
Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism.
CoRR
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2021 J jnl
Q-Net: A Quantitative Susceptibility Mapping-based Deep Neural Network for Differential Diagnosis of Brain Iron Deposition in Hemochromatosis.
CoRR
Soheil Zabihi, Elahe Rahimian, Soumya Sharma, Sean K. Sethi, Sara Gharabaghi, Amir Asif, E. Mark Haacke, Mandar S. Jog, Arash Mohammadi
2021 B conf
SepUnet: Depthwise Separable Convolution Integrated U-Net For MRI Reconstruction.
ICIP
Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi
2021 J jnl
TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks.
CoRR
Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis
2021 J jnl
TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand Gestures Recognition.
CoRR
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2020 J jnl
FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography.
CoRR
Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi
2020 Misc conf
Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture Recognition.
ACSSC
Elahe Rahimian, Soheil Zabihi, Amir Asif, Arash Mohammadi
2020 J jnl
Surface EMG-Based Hand Gesture Recognition via Hybrid and Dilated Deep Neural Network Architectures for Neurorobotic Prostheses.
J. Medical Robotics Res.
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
2020 Misc conf
XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification.
ICASSP
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
2019 — conf
Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural Networks.
GlobalSIP
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
2019 J jnl
XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification.
CoRR
Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi
2018 J jnl
Digital Implementation of the Two-Compartmental Pinsky-Rinzel Pyramidal Neuron Model.
IEEE Trans. Biomed. Circuits Syst.
Elahe Rahimian, Soheil Zabihi, Mahmood Amiri, Bernabé Linares-Barranco