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
Model Promotion: Using EMA to Balance Learning and Forgetting in IIL Post date November 5, 2025 Post author By Instancing Post categories In ai-models, catastrophic-forgetting, exponential-moving-average, instance-incremental-learning, knowledge-consolidation, model-generalization, overfitting-mitigation, teacher-student-model
Data Scarcity Solution: S-CycleGAN for CT-to-Ultrasound Translation Post date November 4, 2025 Post author By Instancing Post categories In catastrophic-forgetting, concept-drift, continual-learning, data, data-scarcity, instance-incremental-learning, model-promotion, teacher-student-model
Data Scarcity Solution: S-CycleGAN for CT-to-Ultrasound Translation Post date November 4, 2025 Post author By Instancing Post categories In catastrophic-forgetting, concept-drift, continual-learning, data, data-scarcity, instance-incremental-learning, model-promotion, teacher-student-model