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rehearsal-based-learning

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Fatemerjn / Replay-Based-Continual-Learning-PyTorch

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A replay-based continual learning, where models preserve past knowledge through stored exemplars or pseudo-samples. Implements Experience Replay (ER), Gradient Episodic Memory (GEM), and iCaRL. Provides modular dataset buffering, memory selection policies, and evaluation utilities for reproducible experiments on vision and NLP tasks.

gem deep-learning pytorch neural-networks incremental-learning lifelong-learning continual-learning experience-replay icarl memory-replay rehearsal-based-learning
  • Updated Oct 15, 2025
  • Python

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