Tyler L. Hayes

Measuring Catastrophic Forgetting in Neural Networks

Ronald Kemker, Marc McClure, Angelina Abitino et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 529 citations · Full text

Additional Bird Species, Convolutional Neural Network, Engineering +18

Memory Efficient Experience Replay for Streaming Learning

Tyler L. Hayes, Nathan D. Cahill, Christopher Kanan · 2019 · 199 citations

Artificial Intelligence, Data Stream, Engineering +13

Measuring Catastrophic Forgetting in Neural Networks

Ronald Kemker, Marc McClure, Angelina Abitino et al. · arXiv (Cornell University) · 2017 · 190 citations · Full text

Additional Bird Species, Convolutional Neural Network, Engineering +18

Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis

Tyler L. Hayes, Christopher Kanan · 2020 · 135 citations

Artificial Intelligence, Incremental Learning, Engineering +16

Avalanche: An end-to-end library for continual learning

Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 120 citations · Full text

Artificial Intelligence, Continual Learning, Incremental Learning +14