| Industrial Energy Disaggregation with Digital Twin-generated Dataset and Efficient Data Augmentation | Jun 25, 2025 | Data AugmentationNon-Intrusive Load Monitoring | CodeCode Available | 0 |
| Non-Intrusive Load Monitoring Based on Image Load Signatures and Continual Learning | Jun 7, 2025 | Continual LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity | Jun 6, 2025 | Non-Intrusive Load Monitoring | CodeCode Available | 1 |
| Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series | Jun 6, 2025 | AllNon-Intrusive Load Monitoring | CodeCode Available | 0 |
| Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring | May 9, 2025 | energy managementIn-Context Learning | —Unverified | 0 |
| Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series | May 7, 2025 | Model CompressionNon-Intrusive Load Monitoring | —Unverified | 0 |
| Deep Learning Innovations for Energy Efficiency: Advances in Non-Intrusive Load Monitoring and EV Charging Optimization for a Sustainable Grid | May 7, 2025 | Deep Reinforcement LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| A Non-Invasive Load Monitoring Method for Edge Computing Based on MobileNetV3 and Dynamic Time Regulation | Apr 22, 2025 | Dynamic Time WarpingEdge-computing | —Unverified | 0 |
| Latent Tensor Factorization with Nonlinear PID Control for Missing Data Recovery in Non-Intrusive Load Monitoring | Apr 18, 2025 | Computational EfficiencyMissing Values | —Unverified | 0 |
| Toward Explainable NILM: Real-Time Event-Based NILM Framework for High-Frequency Data | Jan 28, 2025 | Non-Intrusive Load Monitoring | CodeCode Available | 0 |
