| NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity | Jun 6, 2025 | Non-Intrusive Load Monitoring | CodeCode Available | 1 |
| MATNilm: Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled Data | Jul 27, 2023 | energy managementNon-Intrusive Load Monitoring | CodeCode Available | 1 |
| ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring | Apr 11, 2022 | Non-Intrusive Load MonitoringUnsupervised Pre-training | CodeCode Available | 1 |
| COLD: Concurrent Loads Disaggregator for Non-Intrusive Load Monitoring | Jun 4, 2021 | Non-Intrusive Load Monitoring | CodeCode Available | 1 |
| Energy Disaggregation using Variational Autoencoders | Mar 22, 2021 | Non-Intrusive Load Monitoring | CodeCode Available | 1 |
| NILM as a regression versus classification problem: the importance of thresholding | Oct 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| On time series representations for multi-label NILM | May 2, 2020 | Dimensionality ReductionNon-Intrusive Load Monitoring | CodeCode Available | 1 |
| 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 |
| 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 |
