| Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis | Mar 26, 2024 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| AE SemRL: Learning Semantic Association Rules with Autoencoders | Mar 26, 2024 | Time Series | —Unverified | 0 |
| D-PAD: Deep-Shallow Multi-Frequency Patterns Disentangling for Time Series Forecasting | Mar 26, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| A Framework to Evaluate Early Time-Series Classification Algorithms | Mar 25, 2024 | ClassificationTime Series | CodeCode Available | 0 |
| Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios | Mar 25, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| An End-to-End Structure with Novel Position Mechanism and Improved EMD for Stock Forecasting | Mar 25, 2024 | PositionTime Series | CodeCode Available | 2 |
| In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data | Mar 25, 2024 | Crop ClassificationMultimodal Deep Learning | CodeCode Available | 0 |
| Predicting Energy Budgets in Droplet Dynamics: A Recurrent Neural Network Approach | Mar 24, 2024 | Time Series | —Unverified | 0 |
| An early warning indicator trained on stochastic disease-spreading models with different noises | Mar 24, 2024 | NavigateTime Series | CodeCode Available | 0 |
| Time-series Initialization and Conditioning for Video-agnostic Stabilization of Video Super-Resolution using Recurrent Networks | Mar 23, 2024 | Super-ResolutionTime Series | —Unverified | 0 |
| AI for Biomedicine in the Era of Large Language Models | Mar 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classification | Mar 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series | Mar 22, 2024 | Inductive BiasMamba | CodeCode Available | 3 |
| Grey-informed neural network for time-series forecasting | Mar 22, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Addressing Concept Shift in Online Time Series Forecasting: Detect-then-Adapt | Mar 22, 2024 | Data AugmentationTime Series | CodeCode Available | 2 |
| Antinetwork among China A-shares | Mar 21, 2024 | ManagementTime Series | —Unverified | 0 |
| Explaining deep learning models for ozone pollution prediction via embedded feature selection | Mar 21, 2024 | feature selectionTime Series | CodeCode Available | 0 |
| Foundation Models for Time Series Analysis: A Tutorial and Survey | Mar 21, 2024 | SurveyTime Series | CodeCode Available | 7 |
| HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting | Mar 21, 2024 | Image InpaintingPatch Matching | —Unverified | 0 |
| An Analysis of Linear Time Series Forecasting Models | Mar 21, 2024 | Formregression | CodeCode Available | 1 |
| DiffSTOCK: Probabilistic relational Stock Market Predictions using Diffusion Models | Mar 21, 2024 | DenoisingManagement | —Unverified | 0 |
| Multifractal wavelet dynamic mode decomposition modeling for marketing time series | Mar 20, 2024 | MarketingTime Series | —Unverified | 0 |
| Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract) | Mar 20, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Capsule Neural Networks as Noise Stabilizer for Time Series Data | Mar 20, 2024 | Adversarial AttackTime Series | —Unverified | 0 |
| Castor: Competing shapelets for fast and accurate time series classification | Mar 19, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 |