Seyed-Iman Mirzadeh

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 26

Top Topics

Transfer Learning

Activity Recognition

Multilayer Feedforward

Top Venues

Publications

Asiful Arefeen, Ali Akbari, Seyed-Iman Mirzadeh, Roozbeh Jafari, Behrooz A. Shirazi, Hassan Ghasemzadeh
Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error. ACM Trans. Comput. Heal. 5 (1) (2024)
Seyed-Iman Mirzadeh, Keivan Alizadeh-Vahid, Sachin Mehta, Carlo C. del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar
ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models. ICLR (2024)
Keivan Alizadeh, Seyed-Iman Mirzadeh, Dmitry Belenko, S. Khatamifard, Minsik Cho, Carlo C. del Mundo, Mohammad Rastegari, Mehrdad Farajtabar
LLM in a flash: Efficient Large Language Model Inference with Limited Memory. ACL (1) (2024)
Sachin Mehta, Mohammad Hossein Sekhavat, Qingqing Cao, Maxwell Horton, Yanzi Jin, Chenfan Sun, Seyed-Iman Mirzadeh, Mahyar Najibi, Dmitry Belenko, Peter Zatloukal, Mohammad Rastegari
OpenELM: An Efficient Language Model Family with Open Training and Inference Framework. CoRR (2024)
Thang Doan, Seyed-Iman Mirzadeh, Mehrdad Farajtabar
Continual Learning Beyond a Single Model. CoLLAs (2023)
Parastoo Alinia, Asiful Arefeen, Zhila Esna Ashari, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
Model-Agnostic Structural Transfer Learning for Cross-Domain Autonomous Activity Recognition. Sensors 23 (14) (2023)
Abdullah Mamun, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
Designing Deep Neural Networks Robust to Sensor Failure in Mobile Health Environments. EMBC (2022)
Thang Doan, Seyed-Iman Mirzadeh, Joelle Pineau, Mehrdad Farajtabar
Efficient Continual Learning Ensembles in Neural Network Subspaces. CoRR (2022)
Ramesh Kumar Sah, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
Continual Learning for Activity Recognition. EMBC (2022)
Parastoo Alinia, Saman Parvaneh, Seyed-Iman Mirzadeh, Asiful Arefeen, Hassan Ghasemzadeh
Boosting Lying Posture Classification with Transfer Learning. EMBC (2022)
Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Timothy Nguyen, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
Architecture Matters in Continual Learning. CoRR (2022)
Seyed-Iman Mirzadeh, Arslan Chaudhry, Dong Yin, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
Wide Neural Networks Forget Less Catastrophically. ICML (2022)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Dilan Görür, Razvan Pascanu, Hassan Ghasemzadeh
Linear Mode Connectivity in Multitask and Continual Learning. ICLR (2021)
Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
CL-Gym: Full-Featured PyTorch Library for Continual Learning. CVPR Workshops (2021)
Seyed Ali Rokni, Marjan Nourollahi, Parastoo Alinia, Seyed-Iman Mirzadeh, Mahdi Pedram, Hassan Ghasemzadeh
TransNet: Minimally Supervised Deep Transfer Learning for Dynamic Adaptation of Wearable Systems. ACM Trans. Design Autom. Electr. Syst. 26 (1) (2021)
Seyed-Iman Mirzadeh, Arslan Chaudhry, Huiyi Hu, Razvan Pascanu, Dilan Görür, Mehrdad Farajtabar
Wide Neural Networks Forget Less Catastrophically. CoRR (2021)
Asiful Arefeen, Ali Akbari, Seyed-Iman Mirzadeh, Roozbeh Jafari, Behrooz A. Shirazi, Hassan Ghasemzadeh
Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error. CoRR (2021)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Razvan Pascanu, Hassan Ghasemzadeh
Understanding the Role of Training Regimes in Continual Learning. CoRR (2020)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Hassan Ghasemzadeh
Dropout as an Implicit Gating Mechanism For Continual Learning. CoRR (2020)
Parastoo Alinia, Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition. CoRR (2020)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Hassan Ghasemzadeh
Dropout as an Implicit Gating Mechanism For Continual Learning. CVPR Workshops (2020)
Seyed-Iman Mirzadeh, Hassan Ghasemzadeh
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems. IJCAI (2020)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Ang Li, Nir Levine, Akihiro Matsukawa, Hassan Ghasemzadeh
Improved Knowledge Distillation via Teacher Assistant. AAAI (2020)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Dilan Görür, Razvan Pascanu, Hassan Ghasemzadeh
Linear Mode Connectivity in Multitask and Continual Learning. CoRR (2020)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Razvan Pascanu, Hassan Ghasemzadeh
Understanding the Role of Training Regimes in Continual Learning. NeurIPS (2020)
Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Ang Li, Hassan Ghasemzadeh
Improved Knowledge Distillation via Teacher Assistant: Bridging the Gap Between Student and Teacher. CoRR (2019)