| Augmented Invertible Koopman Autoencoder for long-term time series forecasting | Mar 17, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Feature Selection for Multivariate Time Series via Network Pruning | Feb 11, 2021 | feature selectionNetwork Pruning | CodeCode Available | 0 | 5 |
| A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data | Nov 20, 2018 | Anomaly DetectionDecoder | CodeCode Available | 0 | 5 |
| Learnable Path in Neural Controlled Differential Equations | Jan 11, 2023 | DecoderIrregular Time Series | CodeCode Available | 0 | 5 |
| Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods | Sep 30, 2021 | feature selectionTime Series | CodeCode Available | 0 | 5 |
| Learning collective multi-cellular dynamics from temporal scRNA-seq via a transformer-enhanced Neural SDE | May 22, 2025 | BenchmarkingTime Series | CodeCode Available | 0 | 5 |
| Bayesian Spillover Graphs for Dynamic Networks | Mar 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Learning Deep Dissipative Dynamics | Aug 21, 2024 | LEMMATime Series | CodeCode Available | 0 | 5 |
| Feature space approximation for kernel-based supervised learning | Nov 25, 2020 | regressionTime Series | CodeCode Available | 0 | 5 |
| Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model | May 13, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| DecoR: Deconfounding Time Series with Robust Regression | Jun 11, 2024 | Causal Inferenceregression | CodeCode Available | 0 | 5 |
| Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data | Jun 17, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Feature engineering workflow for activity recognition from synchronized inertial measurement units | Dec 18, 2019 | Activity RecognitionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Fourier-Mixed Window Attention: Accelerating Informer for Long Sequence Time-Series Forecasting | Jul 2, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction | Aug 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding | Jul 12, 2024 | regressiontext-to-speech | CodeCode Available | 0 | 5 |
| Decomposing the Time Series Forecasting Pipeline: A Modular Approach for Time Series Representation, Information Extraction, and Projection | Jul 8, 2025 | Computational EfficiencyTime Series | CodeCode Available | 0 | 5 |
| Identifying Latent Stochastic Differential Equations | Jul 12, 2020 | Self-Supervised LearningTime Series | CodeCode Available | 0 | 5 |
| FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis | May 12, 2025 | ClusteringClustering Multivariate Time Series | CodeCode Available | 0 | 5 |
| Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs | Apr 12, 2018 | regressionTime Series | CodeCode Available | 0 | 5 |
| Fast Online Deconvolution of Calcium Imaging Data | Mar 16, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm | Jul 7, 2019 | GPUTime Series | CodeCode Available | 0 | 5 |
| Faster Training of Neural ODEs Using Gauß-Legendre Quadrature | Aug 21, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks | Oct 2, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Fast fitting of neural ordinary differential equations by Bayesian neural gradient matching to infer ecological interactions from time series data | Sep 13, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
