Future of IIL: Narrowing the Gap and Advancing Knowledge Accumulation Post date November 7, 2025 Post author By Instancing Post categories In continual-learning, dbd, few-shot-iil, full-data-gap, instance-incremental-learning, knowledge-consolidation, machine-learning, model-promotion