| Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word | Nov 10, 2021 | SentenceTime Series | CodeCode Available | 0 |
| From Similarity to Superiority: Channel Clustering for Time Series Forecasting | Mar 31, 2024 | ClusteringTime Series | CodeCode Available | 0 |
| Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations | Jan 20, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| SoftED: Metrics for Soft Evaluation of Time Series Event Detection | Apr 2, 2023 | Event DetectionTime Series | CodeCode Available | 0 |
| Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport | Mar 16, 2021 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Simulation-based Bayesian Inference from Privacy Protected Data | Oct 19, 2023 | Bayesian InferenceTime Series | CodeCode Available | 0 |
| Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand | Jan 8, 2022 | Decision MakingScheduling | CodeCode Available | 0 |
| A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification | Jun 14, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Adaptive Thresholding Heuristic for KPI Anomaly Detection | Aug 21, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A Classifier-Based Approach to Multi-Class Anomaly Detection Applied to Astronomical Time-Series | Aug 5, 2024 | Anomaly DetectionAstronomy | CodeCode Available | 0 |
| Smart Data Representations: Impact on the Accuracy of Deep Neural Networks | Nov 17, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals | Mar 10, 2023 | Brain Computer InterfaceComputational Efficiency | CodeCode Available | 0 |
| Taylor's law for Human Linguistic Sequences | Apr 21, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations | Mar 15, 2024 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions | Jun 20, 2020 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Concept-based model explanations for Electronic Health Records | Dec 3, 2020 | modelTime Series | CodeCode Available | 0 |
| Sketches for Time-Dependent Machine Learning | Aug 26, 2021 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| A deep convolutional neural network that is invariant to time rescaling | Jul 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification | Feb 14, 2019 | ClassificationFault Detection | CodeCode Available | 0 |
| AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties | Oct 31, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Simultaneous Inference Bands for Autocorrelations | Mar 24, 2025 | regressionTime Series | CodeCode Available | 0 |
| Simultaneous identification of models and parameters of scientific simulators | May 24, 2023 | Bayesian InferenceTime Series | CodeCode Available | 0 |
| Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series Forecasting | Aug 22, 2024 | MambaTime Series | CodeCode Available | 0 |
| Fi^2VTS: Time Series Forecasting Via Capturing Intra- and Inter-Variable Variations in the Frequency Domain | Jul 31, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Similarity measure for sparse time course data based on Gaussian processes | Feb 24, 2021 | ClusteringGaussian Processes | CodeCode Available | 0 |