| Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series | Jan 24, 2022 | Missing LabelsRetrieval | —Unverified | 0 |
| Forgery Attack Detection in Surveillance Video Streams Using Wi-Fi Channel State Information | Jan 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models | Jan 24, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Balanced Graph Structure Learning for Multivariate Time Series Forecasting | Jan 24, 2022 | Graph GenerationGraph Learning | CodeCode Available | 0 |
| SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal | Jan 24, 2022 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 |
| Simulating Using Deep Learning The World Trade Forecasting of Export-Import Exchange Rate Convergence Factor During COVID-19 | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series | Jan 23, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Imposing Connectome-Derived Topology on an Echo State Network | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatiotemporal Analysis Using Riemannian Composition of Diffusion Operators | Jan 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dynamic Deep Convolutional Candlestick Learner | Jan 21, 2022 | Objectobject-detection | —Unverified | 0 |
| Disjoint-CNN for Multivariate Time Series Classification | Jan 20, 2022 | ClassificationDeep Learning | CodeCode Available | 1 |
| Has EU accession boosted patents performance in the EU-13? -- A critical evaluation using causal impact analysis with Bayesian structural time-series models | Jan 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations | Jan 20, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Long Short-Term Memory Neural Network for Financial Time Series | Jan 20, 2022 | Binary ClassificationTime Series | —Unverified | 0 |
| Lead-lag detection and network clustering for multivariate time series with an application to the US equity market | Jan 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A sequential Monte Carlo approach to estimate a time varying reproduction number in infectious disease models: the Covid-19 case | Jan 19, 2022 | ManagementTime Series | CodeCode Available | 0 |
| TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data | Jan 18, 2022 | Anomaly DetectionMeta-Learning | CodeCode Available | 2 |
| GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events | Jan 18, 2022 | Property PredictionTime Series | —Unverified | 0 |
| WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data | Jan 18, 2022 | Activity RecognitionChange Point Detection | —Unverified | 0 |
| Online Time Series Anomaly Detection with State Space Gaussian Processes | Jan 18, 2022 | Anomaly DetectionGaussian Processes | —Unverified | 0 |
| Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records | Jan 18, 2022 | Language ModellingPrediction | CodeCode Available | 0 |
| Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach | Jan 18, 2022 | CPUTime Series | —Unverified | 0 |
| Inferential Theory for Granular Instrumental Variables in High Dimensions | Jan 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Continual Transformers: Redundancy-Free Attention for Online Inference | Jan 17, 2022 | Action DetectionAudio Classification | CodeCode Available | 1 |