Latest Articles for Catastrophic Forgetting

Discover how FedSSI improves machine learning without forgetting past knowledge.

InCA helps models learn new tasks without forgetting old ones.

Learn how AI models can continuously gain knowledge without forgetting past lessons.

Learn how AI models struggle with memory and the impacts of biased forgetting.

Models learn old and new objects while remembering past knowledge.

KLDA tackles challenges in continual learning while preserving past knowledge.

Discover how machines learn without forgetting using synthetic data and expert systems.

ECoral enhances federated class-incremental learning while ensuring data privacy.

Discover how MOLLM improves LLMs by erasing harmful data efficiently.