| COLD: Concurrent Loads Disaggregator for Non-Intrusive Load Monitoring | Jun 4, 2021 | Non-Intrusive Load Monitoring | CodeCode Available | 1 |
| On time series representations for multi-label NILM | May 2, 2020 | Dimensionality ReductionNon-Intrusive Load Monitoring | CodeCode Available | 1 |
| NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity | Jun 6, 2025 | Non-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 |
| 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 |
| MATNilm: Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled Data | Jul 27, 2023 | energy managementNon-Intrusive Load Monitoring | CodeCode Available | 1 |
| A Data-Efficient Approach to Behind-the-Meter Solar Generation Disaggregation | May 17, 2021 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| A Federated Learning Framework for Non-Intrusive Load Monitoring | Apr 4, 2021 | Federated LearningModel Selection | —Unverified | 0 |
| A Comprehensive Review on the NILM Algorithms for Energy Disaggregation | Feb 20, 2021 | energy managementManagement | —Unverified | 0 |
| Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring | Feb 13, 2020 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Benchmarking Active Learning for NILM | Nov 24, 2024 | Active LearningBenchmarking | —Unverified | 0 |
| A Hybrid Event Detection Approach for Non-Intrusive Load Monitoring | Mar 21, 2019 | Event DetectionNon-Intrusive Load Monitoring | —Unverified | 0 |
| A Novel Hybrid Deep Learning Approach for Non-Intrusive Load Monitoring of Residential Appliance Based on Long Short Term Memory and Convolutional Neural Networks | Apr 15, 2021 | Non-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 |
| Adversarial Energy Disaggregation for Non-intrusive Load Monitoring | Aug 2, 2021 | Non-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 |
| Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances | Jul 3, 2019 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Deep Sparse Coding for Non-Intrusive Load Monitoring | Dec 11, 2019 | blind source separationDictionary Learning | —Unverified | 0 |
| Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS | Apr 6, 2022 | energy managementManagement | —Unverified | 0 |
| Divide-Conquer Transformer Learning for Predicting Electric Vehicle Charging Events Using Smart Meter Data | Mar 20, 2024 | energy managementManagement | —Unverified | 0 |
| DP^2-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring | Jun 30, 2022 | Federated LearningNon-Intrusive Load Monitoring | —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 |
| Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation | Mar 29, 2022 | energy managementInductive Bias | —Unverified | 0 |
| A Non-Intrusive Load Monitoring Approach for Very Short Term Power Predictions in Commercial Buildings | Jul 23, 2020 | Non-Intrusive Load Monitoring | —Unverified | 0 |
