Seyed-Iman Mirzadeh

26 papers A* 5Journal 12Unranked 9

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Computational Bottlenecks of Training Small-scale Large Language Models. ENLSP Saleh Ashkboos, Seyed-Iman Mirzadeh, Keivan Alizadeh-Vahid, Mohammad Hossein Sekhavat, Moin Nabi, Mehrdad Farajtabar, Fartash Faghri
2024	—	`conf`	Duo-LLM: A Framework for Studying Adaptive Computation in Large Language Models. ENLSP Keivan Alizadeh-Vahid, Seyed-Iman Mirzadeh, Hooman Shahrkokhi, Dmitry Belenko, Frank Sun, Minsik Cho, Mohammad Hossein Sekhavat, Moin Nabi, Mehrdad Farajtabar
2024	J	`jnl`	Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error. ACM Trans. Comput. Heal. Asiful Arefeen, Ali Akbari, Seyed-Iman Mirzadeh, Roozbeh Jafari, Behrooz A. Shirazi, Hassan Ghasemzadeh
2024	—	`conf`	Scaling Smart: Accelerating Large Language Model Pre-Training with Small Model Initialization. ENLSP Mohammad Samragh, Seyed-Iman Mirzadeh, Keivan Alizadeh-Vahid, Fartash Faghri, Minsik Cho, Moin Nabi, Devang Naik, Mehrdad Farajtabar
2023	—	`conf`	Continual Learning Beyond a Single Model. CoLLAs Thang Doan, Seyed-Iman Mirzadeh, Mehrdad Farajtabar
2023	J	`jnl`	Model-Agnostic Structural Transfer Learning for Cross-Domain Autonomous Activity Recognition. Sensors Parastoo Alinia, Asiful Arefeen, Zhila Esna Ashari, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
2022	J	`jnl`	Architecture Matters in Continual Learning. CoRR Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Timothy Nguyen, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
2022	—	`conf`	Boosting Lying Posture Classification with Transfer Learning. EMBC Parastoo Alinia, Saman Parvaneh, Seyed-Iman Mirzadeh, Asiful Arefeen, Hassan Ghasemzadeh
2022	—	`conf`	Continual Learning for Activity Recognition. EMBC Ramesh Kumar Sah, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
2022	—	`conf`	Designing Deep Neural Networks Robust to Sensor Failure in Mobile Health Environments. EMBC Abdullah Mamun, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
2022	J	`jnl`	Efficient Continual Learning Ensembles in Neural Network Subspaces. CoRR Thang Doan, Seyed-Iman Mirzadeh, Joelle Pineau, Mehrdad Farajtabar
2022	A*	`conf`	Wide Neural Networks Forget Less Catastrophically. ICML Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
2021	—	`conf`	CL-Gym: Full-Featured PyTorch Library for Continual Learning. CVPR Workshops Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
2021	J	`jnl`	Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error. CoRR Asiful Arefeen, Ali Akbari, Seyed-Iman Mirzadeh, Roozbeh Jafari, Behrooz A. Shirazi, Hassan Ghasemzadeh
2021	A*	`conf`	Linear Mode Connectivity in Multitask and Continual Learning. ICLR Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Dilan Görür, Razvan Pascanu, Hassan Ghasemzadeh
2021	J	`jnl`	TransNet: Minimally Supervised Deep Transfer Learning for Dynamic Adaptation of Wearable Systems. ACM Trans. Design Autom. Electr. Syst. Seyed Ali Rokni, Marjan Nourollahi, Parastoo Alinia, Seyed-Iman Mirzadeh, Mahdi Pedram, Hassan Ghasemzadeh
2021	J	`jnl`	Wide Neural Networks Forget Less Catastrophically. CoRR Seyed-Iman Mirzadeh, Arslan Chaudhry, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
2020	J	`jnl`	ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition. CoRR Parastoo Alinia, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
2020	—	`conf`	Dropout as an Implicit Gating Mechanism For Continual Learning. CVPR Workshops Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Hassan Ghasemzadeh
2020	J	`jnl`	Dropout as an Implicit Gating Mechanism For Continual Learning. CoRR Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Hassan Ghasemzadeh
2020	A*	`conf`	Improved Knowledge Distillation via Teacher Assistant. AAAI Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Ang Li, Nir Levine, Akihiro Matsukawa, Hassan Ghasemzadeh
2020	J	`jnl`	Linear Mode Connectivity in Multitask and Continual Learning. CoRR Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Dilan Görür, Razvan Pascanu, Hassan Ghasemzadeh
2020	A*	`conf`	Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems. IJCAI Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
2020	A*	`conf`	Understanding the Role of Training Regimes in Continual Learning. NeurIPS Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Razvan Pascanu, Hassan Ghasemzadeh
2020	J	`jnl`	Understanding the Role of Training Regimes in Continual Learning. CoRR Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Razvan Pascanu, Hassan Ghasemzadeh
2019	J	`jnl`	Improved Knowledge Distillation via Teacher Assistant: Bridging the Gap Between Student and Teacher. CoRR Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Ang Li, Hassan Ghasemzadeh