| PowerGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks | Jul 20, 2020 | Generative Adversarial NetworkNon-Intrusive Load Monitoring | —Unverified | 0 |
| Sequence to Point Learning Based on Bidirectional Dilated Residual Network for Non Intrusive Load Monitoring | May 30, 2020 | blind source separationNon-Intrusive Load Monitoring | —Unverified | 0 |
| End-to-end NILM System Using High Frequency Data and Neural Networks | Apr 29, 2020 | Non-Intrusive Load MonitoringTime Series | —Unverified | 0 |
| Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring | Feb 13, 2020 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation | Jan 20, 2020 | Non-Intrusive Load Monitoring | CodeCode Available | 0 |
| On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring | Dec 12, 2019 | BIG-bench Machine LearningNon-Intrusive Load Monitoring | CodeCode Available | 0 |
| Deep Sparse Coding for Non-Intrusive Load Monitoring | Dec 11, 2019 | blind source separationDictionary Learning | —Unverified | 0 |
| Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification | Dec 11, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors | Nov 22, 2019 | General ClassificationNon-Intrusive Load Monitoring | —Unverified | 0 |
| Scale- and Context-Aware Convolutional Non-intrusive Load Monitoring | Nov 17, 2019 | ManagementNon-Intrusive Load Monitoring | —Unverified | 0 |
| Improving Non-Intrusive Load Disaggregation through an Attention-Based Deep Neural Network | Nov 15, 2019 | DecoderDenoising | CodeCode Available | 0 |
| Online Gaussian LDA for Unsupervised Pattern Mining from Utility Usage Data | Oct 25, 2019 | Electrical EngineeringNon-Intrusive Load Monitoring | —Unverified | 0 |
| Multi Label Restricted Boltzmann Machine for Non-Intrusive Load Monitoring | Oct 17, 2019 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households | Aug 20, 2019 | ManagementNon-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 |
| A Hybrid Event Detection Approach for Non-Intrusive Load Monitoring | Mar 21, 2019 | Event DetectionNon-Intrusive Load Monitoring | —Unverified | 0 |
| Wavenilm: A causal neural network for power disaggregation from the complex power signal | Feb 23, 2019 | Non-Intrusive Load Monitoring | CodeCode Available | 0 |
| Transfer Learning for Non-Intrusive Load Monitoring | Feb 23, 2019 | Non-Intrusive Load MonitoringTransfer Learning | CodeCode Available | 0 |
| Non-Intrusive Load Monitoring with Fully Convolutional Networks | Dec 10, 2018 | Computational EfficiencyNon-Intrusive Load Monitoring | —Unverified | 0 |
| Subtask Gated Networks for Non-Intrusive Load Monitoring | Nov 16, 2018 | blind source separationGeneral Classification | —Unverified | 0 |
| Functional Intrusive Load Monitor (FILM): A Model-based Platform for Non-Intrusive Load Monitoring System Development | Sep 19, 2018 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Convolutional Sequence to Sequence Non-intrusive Load Monitoring | Jun 6, 2018 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Neural Network Ensembles to Real-time Identification of Plug-level Appliance Measurements | Feb 20, 2018 | Non-Intrusive Load Monitoring | —Unverified | 0 |
| Non Intrusive Load Monitoring in Chaotic Switching Networks | Jan 12, 2018 | Non-Intrusive Load Monitoringregression | —Unverified | 0 |
