Tag: continual learning
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CoMemNet: Advanced Continual Traffic Prediction Model
Discover CoMemNet, a cutting-edge continual learning model improving traffic prediction accuracy with dynamic memory replay and contrastive sampling.
CRAFT: Reducing Forgetting in Continual Learning for LLMs
Discover CRAFT, a novel framework that minimizes catastrophic forgetting in large language models through intervention-based continual learning.
MemoryBench: Benchmarking Memory & Continual Learning in LLMs
Discover MemoryBench, a new benchmark to evaluate memory and continual learning in large language models using user feedback across tasks and languages.
When Structure Shapes Continual Learning: Role of Dimensionality
Explore how dimensionality controls modularity's impact on continual learning and representational geometry in AI systems.
NORACL: Adaptive Neurogenesis for Efficient Continual Learning
Discover NORACL, an adaptive neurogenesis framework that enhances continual learning by dynamically growing networks without relying on oracle architecture...