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Fatemerjn / Dynamic-Architecture-Continual-Learning-PyTorch

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Implements dynamic and expandable architectures for continual learning — where networks grow or prune over tasks to balance plasticity and stability. Includes Progressive Neural Networks, Dynamically Expandable Networks (DEN), and PackNet, with utilities for parameter freez

pytorch incremental-learning neural-architecture-search lifelong-learning den continual-learning packnet dynamic-architecture progressive-networks model-expansion
  • Updated Oct 15, 2025
  • Python

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