| Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder | Feb 2, 2021 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
| Time Adaptive Gaussian Model | Feb 2, 2021 | Clusteringmodel | —Unverified | 0 |
| Policy Analysis using Synthetic Controls in Continuous-Time | Feb 2, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning | Feb 1, 2021 | DenoisingTime Series | —Unverified | 0 |
| Stochastic Online Convex Optimization. Application to probabilistic time series forecasting | Feb 1, 2021 | Probabilistic Time Series ForecastingTime Series | —Unverified | 0 |
| A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators | Feb 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Can Predominant Credible Information Suppress Misinformation in Crises? Empirical Studies of Tweets Related to Prevention Measures during COVID-19 | Feb 1, 2021 | ManagementMisinformation | —Unverified | 0 |
| Classification Models for Partially Ordered Sequences | Jan 31, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification | Jan 31, 2021 | DiversityGeneral Classification | CodeCode Available | 1 |
| Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting | Jan 31, 2021 | Point ProcessesTemporal Sequences | —Unverified | 0 |
| Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting | Jan 31, 2021 | Decision MakingManagement | —Unverified | 0 |
| Multi-Time-Scale Input Approaches for Hourly-Scale Rainfall-Runoff Modeling based on Recurrent Neural Networks | Jan 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series (re)sampling using Generative Adversarial Networks | Jan 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dynamic imaging using a deep generative SToRM (Gen-SToRM) model | Jan 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Adaptive Sequential Design for a Single Time-Series | Jan 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Generative SToRM model for dynamic imaging | Jan 29, 2021 | modelTime Series | —Unverified | 0 |
| Reservoir Computing with Magnetic Thin Films | Jan 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| AGSTN: Learning Attention-adjusted Graph Spatio-Temporal Networks for Short-term Urban Sensor Value Forecasting | Jan 29, 2021 | ManagementTime Series | —Unverified | 0 |
| Mining the Mind: Linear Discriminant Analysis of MEG source reconstruction time series supports dynamic changes in deep brain regions during meditation sessions | Jan 29, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Low Rank Forecasting | Jan 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Low Dimensional Convolutional Neural Network For Solar Flares GOES Time Series Classification | Jan 29, 2021 | General ClassificationTime Series | CodeCode Available | 0 |
| Embedding Symbolic Temporal Knowledge into Deep Sequential Models | Jan 28, 2021 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting | Jan 28, 2021 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 2 |
| Adjusting for Autocorrelated Errors in Neural Networks for Time Series | Jan 28, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Inference of stochastic time series with missing data | Jan 28, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |