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Bio-inspired, task-free continual learning through activity regularization.

, , , and . Biol. Cybern., 117 (4): 345-361 (October 2023)

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Social behaviour shapes hypothalamic neural ensemble representations of conspecific sex., , , , , and . Nat., 550 (7676): 388-392 (2017)Towards guarantees for parameter isolation in continual learning., , , and . CoRR, (2023)Credit Assignment in Neural Networks through Deep Feedback Control., , , , , and . NeurIPS, page 4674-4687. (2021)Active Learning for Imbalanced Civil Infrastructure Data., , , , , and . ECCV Workshops (7), volume 13807 of Lecture Notes in Computer Science, page 283-298. Springer, (2022)Minimizing Control for Credit Assignment with Strong Feedback., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 15458-15483. PMLR, (2022)Homomorphism AutoEncoder - Learning Group Structured Representations from Observed Transitions., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 16190-16215. PMLR, (2023)Continual learning with hypernetworks., , , and . ICLR, OpenReview.net, (2020)Are Bayesian neural networks intrinsically good at out-of-distribution detection?, , and . CoRR, (2021)Bio-Inspired, Task-Free Continual Learning through Activity Regularization., , , and . CoRR, (2022)A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions., , , , , and . CoRR, (2023)