CapyMOA: Efficient Machine Learning for Data Streams in Python.
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CoRR, February, 2025
CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning.
CoRR, January, 2025
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Balancing the Stability-Plasticity Dilemma with Online Stability Tuning for Continual Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022