danelpeng/Awesome-Continual-Leaning-with-PTMs
This is a curated list of "Continual Learning with Pretrained Models" research.
This is a carefully curated list of research papers focused on "Continual Learning with Pretrained Models." It helps AI researchers, machine learning engineers, and academics stay up-to-date with the latest advancements in teaching AI models to learn new information continuously without forgetting previous knowledge. The list includes papers covering various methods like prompt-based, adapter-based, and LLM-based approaches, providing a valuable resource for those working on evolving AI systems.
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Use this if you are an AI researcher or machine learning engineer looking for a comprehensive collection of academic papers on continual learning, especially when leveraging pretrained models.
Not ideal if you are looking for practical code implementations, tutorials, or a non-technical introduction to continual learning.
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May 29, 2025
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