Iman Mirzadeh
Iman Mirzadeh
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Conference paper
Date
2022
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Wide Neural Networks Forget Less Catastrophically
International Conference on Machine Learning (ICML), 2022
Iman Mirzadeh
,
Arslan Chaudhry
,
Huiyi Hu
,
Razvan Pascanu
,
Dilan Gorur
,
Mehrdad Farajtabar
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CL-Gym: Full-Featured PyTorch Library for Continual Learning
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021
Iman Mirzadeh
,
Hassan Ghasemzadeh
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Project
Video
Linear Mode Connectivity in Multitask and Continual Learning
International Conference on Learning Representations (ICLR), 2021
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Dilan Gorur
,
Razvan Pascanu
,
Hassan Ghasemzadeh
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Video
Understanding the Role of Training Regimes in Continual Learning
Advances in Neural Information Processing Systems (NeurIPS), 2020
The abstract version presented at
ICML 2020 Workshop on Continual Learning
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Razvan Pascanu
,
Hassan Ghasemzadeh
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Slides
Video
Dropout as an Implicit Gating Mechanism For Continual Learning
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020
Runner-up award
at CVPR'20 Workshop on Continual Learning in Computer Vision
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Hassan Ghasemzadeh
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Video
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Iman Mirzadeh
,
Hassan Ghasemzadeh
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Improved Knowledge Distillation via Teacher Assistant
AAI Conference on Artificial Intelligence (AAAI), 2020
Iman Mirzadeh
,
Mehrdad Farajtabar
,
Ang Li
,
Nir Levine
,
Akihiro Matsukawa
,
Hassan Ghasemzadeh
PDF
Code
Video
LabelMerger: Learning Activities in Uncontrolled Environments
Scalable Algorithm for improving aggregated noisy-labels in data collection process.
Seyed Iman Mirzadeh
,
Jessica C. Ardo
,
Ramin Fallahzadeh
,
Bryan Minor
,
Lorraine Evangelista
,
Diane Cook
,
Hassan Ghasemzadeh
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