recall-hierarchical-merging

Prevents catastrophic forgetting in continual learning by merging models using layer-wise hidden representations as similarity proxies. Shallow layers preserve domain-general features while deep layers enable task-specific adaptation, enabling seamless multi-domain integration without task labels or historical data.

Independent GitHub snapshot · Automated classification · Original documentation governs