Tag: continual learning
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Addressing Catastrophic Forgetting in Knowledge Graph Embedding
Explore how entity interference impacts continual knowledge graph embedding and discover improved evaluation methods to tackle catastrophic forgetting.
Neuromorphic Continual Learning for Nuclear Plant Monitoring
Discover neuromorphic continual learning for energy-efficient, accurate anomaly detection in nuclear plant monitoring systems with spiking neural networks.
JumpLoRA: Sparse Adapters Boost Continual Learning in LLMs
Discover how JumpLoRA's sparse adapters enhance continual learning in large language models, preventing forgetting and improving AI performance.
How Fine-Tuning Causes AI Hallucinations and Fixes
Discover why fine-tuning large language models causes hallucinations and learn effective methods to reduce errors and improve AI accuracy.
TeLAPA: Enhancing Plasticity in Continual Reinforcement Learning
Discover TeLAPA, a framework that preserves policy plasticity and boosts adaptation in continual reinforcement learning with diverse policy neighborhoods.