V. Gupta

Layer-Conditional Emotional Weighting: Does Emotion-Aware Memory Consolidation Need to Be Layer-Specific, and Does It Transfer from Dialogue Personalization to Agentic Task Memory?

This work proposes Layer-Conditional Emotional Weighting (LCEW), a memory architecture built on the standard CoALA memory taxonomy in which every consolidation and retrieval weight is generated by a shared, low-parameter hypernetwork conditioned on a learned layer embedding rather than looked up from an independent per...