| Enhancing Non-Intrusive Load Monitoring with Features Extracted by Independent Component Analysis | Jan 28, 2025 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Preventing Non-intrusive Load Monitoring Privacy Invasion: A Precise Adversarial Attack Scheme for Networked Smart Meters | Dec 22, 2024 | Adversarial AttackNon-Intrusive Load Monitoring | —Unverified | 0 |
| Benchmarking Active Learning for NILM | Nov 24, 2024 | Active LearningBenchmarking | —Unverified | 0 |
| Scaled and Inter-token Relation Enhanced Transformer for Sample-restricted Residential NILM | Oct 12, 2024 | Non-Intrusive Load MonitoringRelation | —Unverified | 0 |
| Towards a Deeper Understanding of Transformer for Residential Non-intrusive Load Monitoring | Oct 2, 2024 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Towards Real-world Deployment of NILM Systems: Challenges and Practices | Sep 23, 2024 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations | Sep 3, 2024 | Anomaly DetectionNon-Intrusive Load Monitoring | —Unverified | 0 |
| HiFAKES: High-frequency synthetic appliance signatures generator for non-intrusive load monitoring | Aug 22, 2024 | DiversityNon-Intrusive Load Monitoring | —Unverified | 0 |
| Federated Sequence-to-Sequence Learning for Load Disaggregation from Unbalanced Low-Resolution Smart Meter Data | Aug 15, 2024 | Federated LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| Proactive Load-Shaping Strategies with Privacy-Cost Trade-offs in Residential Households based on Deep Reinforcement Learning | May 29, 2024 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
