Hayes, Tyler L.

Measuring Catastrophic Forgetting in Neural Networks

Kemker, R., McClure, M., Abitino, A., Hayes, T., & Kanan, C. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 672

REMIND Your Neural Network to Prevent Catastrophic Forgetting

Hayes, T. L., Kafle, K., Shrestha, R., Acharya, M., & Kanan, C. (2019) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 268

Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis

Hayes, T. L., & Kanan, C. (2019) · arXiv

Domain Adaptation and Few-Shot LearningData Stream Mining Techniques

Cited by 150

Replay in Deep Learning: Current Approaches and Missing Biological Elements

Hayes, T. L., Krishnan, G. P., Bazhenov, M., Siegelmann, H. T., Sejnowski, T. J., & Kanan, C. (2021) · Neural Computation

Domain Adaptation and Few-Shot LearningMemory and Neural Mechanisms

Cited by 106