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CL-Gym: Full-Featured PyTorch Library for Continual Learning
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021
Linear Mode Connectivity in Multitask and Continual Learning
International Conference on Learning Representations (ICLR), 2021
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
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
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Improved Knowledge Distillation via Teacher Assistant
AAI Conference on Artificial Intelligence (AAAI), 2020
LabelMerger: Learning Activities in Uncontrolled Environments
Scalable Algorithm for improving aggregated noisy-labels in data collection process.