| Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification | Jul 23, 2022 | ClassificationTime Series | —Unverified | 0 |
| POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion | Jul 22, 2022 | New Product Sales ForecastingTime Series | CodeCode Available | 0 |
| Fast strategies for multi-temporal speckle reduction of Sentinel-1 GRD images | Jul 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Latent Space Unsupervised Semantic Segmentation | Jul 22, 2022 | Change Point DetectionSegmentation | —Unverified | 0 |
| Time-Varying Poisson Autoregression | Jul 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating value at risk: LSTM vs. GARCH | Jul 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Efficiency of the Moscow Stock Exchange before 2022 | Jul 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation | Jul 21, 2022 | Demand ForecastingProbabilistic Time Series Forecasting | —Unverified | 0 |
| Using Neural Networks by Modelling Semi-Active Shock Absorber | Jul 19, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Convolutional Neural Network Approach to Supernova Time-Series Classification | Jul 19, 2022 | ClassificationTime Series | —Unverified | 0 |
| Probabilistic Reconciliation of Count Time Series | Jul 19, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RESAM: Requirements Elicitation and Specification for Deep-Learning Anomaly Models with Applications to UAV Flight Controllers | Jul 18, 2022 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Task-aware Similarity Learning for Event-triggered Time Series | Jul 17, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Testing for explosive bubbles: a review | Jul 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Mitigating Data Redundancy to Revitalize Transformer-based Long-Term Time Series Forecasting System | Jul 16, 2022 | Data AugmentationDecoder | CodeCode Available | 0 |
| Multiscale Causal Structure Learning | Jul 16, 2022 | Computational EfficiencyTime Series | —Unverified | 0 |
| Outlier detection of vital sign trajectories from COVID-19 patients | Jul 15, 2022 | Outlier DetectionTime Series | CodeCode Available | 0 |
| A Probabilistic Autoencoder for Type Ia Supernovae Spectral Time Series | Jul 15, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Rethinking Attention Mechanism in Time Series Classification | Jul 14, 2022 | ClassificationKnowledge Distillation | —Unverified | 0 |
| StockBot: Using LSTMs to Predict Stock Prices | Jul 14, 2022 | Decision MakingTime Series | CodeCode Available | 0 |
| A Hybrid Approach on Conditional GAN for Portfolio Analysis | Jul 13, 2022 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Synthesis of Parametric Hybrid Automata from Time Series | Jul 13, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| River Surface Patch-wise Detector Using Mixture Augmentation for Scum-cover-index | Jul 13, 2022 | DiversityImage Augmentation | —Unverified | 0 |
| Markovian Gaussian Process Variational Autoencoders | Jul 12, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Wasserstein multivariate auto-regressive models for modeling distributional time series | Jul 12, 2022 | Graph LearningTime Series | CodeCode Available | 0 |