| Sequential Deep Learning Architectures for Anomaly Detection in Virtual Network Function Chains | Sep 29, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets | Sep 28, 2021 | ClassificationTime Series | CodeCode Available | 1 |
| The VVAD-LRS3 Dataset for Visual Voice Activity Detection | Sep 28, 2021 | Action DetectionActivity Detection | —Unverified | 0 |
| Anomaly Detection for High-Dimensional Data Using Large Deviations Principle | Sep 28, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Macroeconomic forecasting with LSTM and mixed frequency time series data | Sep 28, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping | Sep 28, 2021 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Improving Time Series Classification Algorithms Using Octave-Convolutional Layers | Sep 28, 2021 | ClassificationTime Series | —Unverified | 0 |
| Neural ODE Processes: A Short Summary | Sep 27, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Empirics on the expressiveness of Randomized Signature | Sep 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Model Attribution Visualizations as Explanations | Sep 27, 2021 | modelPosition | —Unverified | 0 |
| Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series | Sep 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fully Spiking Variational Autoencoder | Sep 26, 2021 | Image GenerationTime Series | CodeCode Available | 1 |
| Bitcoin Volatility and Intrinsic Time Using Double Subordinated Levy Processes | Sep 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| System Identification in Multi-Actuator Hard Disk Drives with Colored Noises using Observer/Kalman Filter Identification (OKID) Framework | Sep 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving the spectral resolution of fMRI signals through the temporal de-correlation approach | Sep 24, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Long-Range Transformers for Dynamic Spatiotemporal Forecasting | Sep 24, 2021 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| Influence of Mobility Restrictions on Transmission of COVID-19 in the state of Maryland -- the USA | Sep 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling of Low Rank Time Series | Sep 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Distributed Estimation of Sparse Inverse Covariances | Sep 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Indoor Localization Using Smartphone Magnetic with Multi-Scale TCN and LSTM | Sep 24, 2021 | Indoor LocalizationTime Series | —Unverified | 0 |
| Temporal Convolutional Attention Neural Networks for Time Series Forecasting | Sep 23, 2021 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications | Sep 23, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series | Sep 23, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Deep Learning with Kernel Flow Regularization for Time Series Forecasting | Sep 23, 2021 | Deep LearningTime Series | —Unverified | 0 |
| High-dimensional regression with potential prior information on variable importance | Sep 23, 2021 | regressionTime Series | CodeCode Available | 0 |