| Automatic Construction and Natural-Language Description of Nonparametric Regression Models | Feb 18, 2014 | Gaussian Processesregression | CodeCode Available | 0 |
| Knowledge Enhanced Neural Fashion Trend Forecasting | May 7, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Knowledge Enhanced Conditional Imputation for Healthcare Time-series | Dec 27, 2023 | BenchmarkingImputation | CodeCode Available | 0 |
| KnotResolver: Tracking self-intersecting filaments in microscopy using directed graphs | Apr 18, 2024 | Contour DetectionObject Tracking | CodeCode Available | 0 |
| k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences | Aug 8, 2020 | ClusteringTime Series | CodeCode Available | 0 |
| Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features | Jul 3, 2017 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Deep Imbalanced Time-series Forecasting via Local Discrepancy Density | Feb 27, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Kernel Change-point Detection with Auxiliary Deep Generative Models | Jan 18, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Kernel-based Joint Independence Tests for Multivariate Stationary and Non-stationary Time Series | May 15, 2023 | Time Series | CodeCode Available | 0 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| Automatic Anomaly Detection in the Cloud Via Statistical Learning | Apr 24, 2017 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization | May 29, 2021 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection | Mar 16, 2025 | Anomaly DetectionModel Selection | CodeCode Available | 0 |
| Deep Hedging: Learning to Simulate Equity Option Markets | Nov 5, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection | May 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing Data | May 2, 2022 | AstronomyImage Classification | CodeCode Available | 0 |
| DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics | Jun 5, 2023 | Time Series | CodeCode Available | 0 |
| Joint Parameter Discovery and Generative Modeling of Dynamic Systems | Mar 19, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Joint Manifold Learning and Optimal Transport for Dynamic Imaging | May 17, 2025 | Time Series | CodeCode Available | 0 |
| Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity | May 15, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deep Generative Networks For Sequence Prediction | Apr 18, 2018 | PredictionRepresentation Learning | CodeCode Available | 0 |
| Deep Generative Markov State Models | May 19, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Anatomy of Neural Language Models | Jan 8, 2024 | AnatomyLanguage Modeling | CodeCode Available | 0 |
| A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring | Aug 23, 2024 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| A Bayesian Modelling Framework with Model Comparison for Epidemics with Super-Spreading | Jan 22, 2025 | Model SelectionTime Series | CodeCode Available | 0 |
