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Seyed Iman Mirzadeh
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Improved knowledge distillation via teacher assistant: Bridging the gap between student and teacher
SI Mirzadeh, M Farajtabar, A Li, H Ghasemzadeh
AAAI Conference on Artificial Intelligence (AAAI), 2019
407*2019
Understanding the role of training regimes in continual learning
SI Mirzadeh, M Farajtabar, R Pascanu, H Ghasemzadeh
Advances in Neural Information Processing Systems (NeurIPS), 2020
672020
Linear mode connectivity in multitask and continual learning
SI Mirzadeh, M Farajtabar, D Gorur, R Pascanu, H Ghasemzadeh
International Conference on Learning Representations (ICLR), 2021
292021
Dropout as an Implicit Gating Mechanism For Continual Learning
SI Mirzadeh, M Farajtabar, H Ghasemzadeh
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2020
242020
Wide neural networks forget less catastrophically
SI Mirzadeh, A Chaudhry, D Yin, H Hu, R Pascanu, D Gorur, M Farajtabar
International Conference on Machine Learning, 15699-15717, 2022
82022
ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition
P Alinia, SI Mirzadeh, H Ghasemzadeh
arXiv preprint arXiv:2003.07415, 2020
72020
Architecture matters in continual learning
SI Mirzadeh, A Chaudhry, D Yin, T Nguyen, R Pascanu, D Gorur, ...
arXiv preprint arXiv:2202.00275, 2022
52022
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems
SI Mirzadeh, H Ghasemzadeh
International Joint Conference on Artificial Intelligence (IJCAI), 2020
52020
Cl-gym: Full-featured pytorch library for continual learning
SI Mirzadeh, H Ghasemzadeh
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
32021
Efficient Continual Learning Ensembles in Neural Network Subspaces
T Doan, SI Mirzadeh, J Pineau, M Farajtabar
arXiv preprint arXiv:2202.09826, 2022
22022
TransNet: minimally supervised deep transfer learning for dynamic adaptation of wearable systems
SA Rokni, M Nourollahi, P Alinia, I Mirzadeh, M Pedram, H Ghasemzadeh
ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (1 …, 2020
22020
LabelMerger: Learning Activities in Uncontrolled Environments
SI Mirzadeh, J Ardo, R Fallahzadeh, B Minor, L Evangelista, D Cook, ...
International Conference on Transdisciplinary AI (TransAI), 64-67, 2019
22019
Lids: Mobile system to monitor type and volume of liquid intake
M Pedram, SI Mirzadeh, SA Rokni, R Fallahzadeh, DMK Woodbridge, ...
IEEE Sensors Journal 21 (18), 20750-20763, 2021
12021
Boosting Lying Posture Classification with Transfer Learning
P Alinia, S Parvaneh, SI Mirzadeh, A Arefeen, H Ghasemzadeh
The 44th Annual International Conference of the IEEE Engineering in Medicine …, 2022
2022
Designing Deep Neural Networks Robust to Sensor Failure in Mobile Health Environments
A Mamun, SI Mirzadeh, H Ghasemzadeh
The 44th Annual International Conference of the IEEE Engineering in Medicine …, 2022
2022
Continual Learning for Activity Recognition
RK Sah, SI Mirzadeh, H Ghasemzadeh
The 44th Annual International Conference of the IEEE Engineering in Medicine …, 2022
2022
Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error
A Arefeen, A Akbari, SI Mirzadeh, R Jafari, BA Shirazi, H Ghasemzadeh
arXiv preprint arXiv:2107.00693, 2021
2021
Improved Knowledge Distillation for Deep Neural Networks
SI Mirzadeh
Washington State University, 2020
2020
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Articles 1–18