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Mattdl /CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

framework deep-learning neural-networks hat hyperparameter-tuning incremental-learning inaturalist continual-learning elastic-weight-consolidation icarl tinyimagenet tpami classification-tasks gradient-episodic-memory synaptic-intelligence defy-forgetting packnet memory-aware-synapses incremental-moment-matching

UpdatedJun 3, 2021
Python

NikitasThermos /Parameter-Isolation-for-CL

Star0

Undergraduate thesis project focusing on Parameter Isolation methods to achieve Continual Learning on DNNs

python deep-learning pytorch continual-learning catastrophic-forgetting pnn packnet parameter-isolation

UpdatedNov 30, 2024
Jupyter Notebook

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