learning-without-forgetting

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longern / LAwF

LAwF: Efficient LLM Fine-Tuning via Learning Anchors without Forgetting

machine-learning agi lora fine-tuning continual-learning long-term-memory lwf llm llm-training learning-without-forgetting lawf

Updated Jun 1, 2026
Python

pranta-barua007 / learning-without-forgetting-pytorch

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🧠 Incremental learning experiment using Learning without Forgetting (LwF) in PyTorch - training model new classes (like horse) without forgetting old ones (cow, donkey, sheep).

pytorch transfer-learning learning-without-forgetting

Updated Nov 7, 2025
Jupyter Notebook

Freya135 / Optimizing-Catastrophic-Forgetting

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This project investigates various continual learning methods to mitigate catastrophic forgetting

visualization dataset mnist adam-optimizer catastrophic-forgetting elastic-weight-consolidation f1score split-cifar100 synaptic-intelligence learning-without-forgetting replay-based-approach

Updated May 5, 2025
Python

AsheryMbilinyi / abdominal-trauma-ct-continual-learning

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Diagnostic study of catastrophic forgetting vs. representation bottlenecks in continual learning for abdominal-trauma CT detection (MICAD 2026).

pytorch medical-imaging ct ewc rsna continual-learning catastrophic-forgetting experience-replay multiple-instance-learning learning-without-forgetting

Updated Aug 18, 2026
Python

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