| GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage | Jun 19, 2021 | Fault DetectionFault Diagnosis | CodeCode Available | 1 |
| TS2Vec: Towards Universal Representation of Time Series | Jun 19, 2021 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| pyWATTS: Python Workflow Automation Tool for Time Series | Jun 18, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| On Contrastive Representations of Stochastic Processes | Jun 18, 2021 | Meta-LearningTime Series | CodeCode Available | 1 |
| ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models | Jun 18, 2021 | Probabilistic Time Series ForecastingTime Series | CodeCode Available | 1 |
| FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks | Jun 18, 2021 | Graph AttentionTime Series | CodeCode Available | 1 |
| SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | Jun 17, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Voice2Series: Reprogramming Acoustic Models for Time Series Classification | Jun 17, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA | Jun 17, 2021 | Dimensionality ReductionDisentanglement | CodeCode Available | 1 |
| Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering | Jun 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
