| Denoising neural networks for magnetic resonance spectroscopy | Oct 31, 2022 | Deep LearningDenoising | —Unverified | 0 | 0 |
| Limits to causal inference with state-space reconstruction for infectious disease | Oct 29, 2016 | Causal InferenceSensitivity | —Unverified | 0 | 0 |
| MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare | May 22, 2023 | SchedulingTime Series | —Unverified | 0 | 0 |
| Denoising Low-dose Images Using Deep Learning of Time Series Images | Mar 31, 2024 | Autonomous DrivingDenoising | —Unverified | 0 | 0 |
| Bayesian Bi-level Sparse Group Regressions for Macroeconomic Density Forecasting | Apr 3, 2024 | EconometricsTime Series | —Unverified | 0 | 0 |
| ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting | Jul 15, 2024 | MambaSegmentation | —Unverified | 0 | 0 |
| Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction | Jul 27, 2023 | ClusteringTime Series | —Unverified | 0 | 0 |
| Lightweight Online Adaption for Time Series Foundation Model Forecasts | Feb 18, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-Encoders | Mar 6, 2019 | DenoisingTime Series | —Unverified | 0 | 0 |
| Light-weight Gesture Sensing Using FMCW Radar Time Series Data | Nov 22, 2021 | Raspberry Pi 3Time Series | —Unverified | 0 | 0 |
| Lightweight Channel-wise Dynamic Fusion Model: Non-stationary Time Series Forecasting via Entropy Analysis | Mar 4, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection | Oct 17, 2023 | Anomaly DetectionGraph Attention | —Unverified | 0 | 0 |
| Denoising diffusion probabilistic models for probabilistic energy forecasting | Dec 6, 2022 | Deep LearningDenoising | —Unverified | 0 | 0 |
| Bayesian autoregressive spectral estimation | Oct 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Adversarial Attacks on Multivariate Time Series | Mar 31, 2020 | ClassificationDynamic Time Warping | —Unverified | 0 | 0 |
| A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions | Jul 11, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |
| ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge | Oct 14, 2024 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs | Jun 6, 2023 | Graph EmbeddingTime Series | —Unverified | 0 | 0 |
| Denoised Labels for Financial Time-Series Data via Self-Supervised Learning | Dec 19, 2021 | Denoisingimage-classification | —Unverified | 0 | 0 |
| LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values | Sep 30, 2021 | Missing ValuesPrediction | —Unverified | 0 | 0 |
| Demystifying the Communication Characteristics for Distributed Transformer Models | Aug 19, 2024 | Audio GenerationGPU | —Unverified | 0 | 0 |
| LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment | Mar 3, 2021 | 3D Semantic SegmentationAutonomous Vehicles | —Unverified | 0 | 0 |
| MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network | Nov 4, 2023 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 | 0 |
| Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework | Nov 3, 2022 | Drift DetectionPrivacy Preserving | —Unverified | 0 | 0 |