KC-EMA Mechanism: Theoretical Analysis and Derivation for IIL Post date November 7, 2025 Post author By Instancing Post categories In catastrophic-forgetting, gradient-derivation, instance-incremental-learning, knowledge-consolidation, machine-learning, model-ema, teacher-student-model, theoretical-analysis