Tag: continual learning

An international study of 30 neonatal intensive care units shows that continual learning can adapt adult-trained AI models to newborn ...

Researchers in India have published a detailed mathematical blueprint for a spatio-temporal graph foundation model designed to learn continuously from ...

A new Perspective proposes a system-level framework of transferable predictive maintenance that keeps battery health predictions reliable as storage assets ...

A complete wiring diagram of an electric fish cerebellum-like circuit reveals how structured synaptic connectivity enables fast, accurate and continually ...

Recurrent neural networks trained on demanding multitask curricula spontaneously develop modular, brain-like architectures, showing that computational demands rather than wiring ...

Researchers show that a randomly initialized, never-trained graph neural network paired with a lightweight streaming classifier outperforms state-of-the-art methods in ...

Researchers have developed a hypernetwork-based framework that lets continually learning AI systems erase specific tasks without access to the original ...

Researchers have developed a deep reinforcement learning framework that continuously adapts its market forecasts, achieving an average cumulative return of ...

Penn State researchers have developed a continual learning method that adaptively adjusts LoRA ranks layer by layer, helping large language ...

Researchers in India have developed BiPC-IFS, a few-shot class-incremental learning framework that lets intrusion detection systems learn new cyberattacks from ...