| What is different between these datasets? | Mar 8, 2024 | Time Series | —Unverified | 0 |
| Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting | Mar 8, 2024 | Time Series | CodeCode Available | 1 |
| Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution Shifts | Mar 7, 2024 | Depth Estimationregression | CodeCode Available | 0 |
| Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition | Mar 7, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series | Mar 7, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| A Modular End-to-End Multimodal Learning Method for Structured and Unstructured Data | Mar 7, 2024 | Time Series | CodeCode Available | 0 |
| Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach | Mar 7, 2024 | feature selectionLanguage Modeling | —Unverified | 0 |
| Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling | Mar 7, 2024 | Deep LearningEdge-computing | —Unverified | 0 |
| A Novel Theoretical Framework for Exponential Smoothing | Mar 7, 2024 | Time Series | —Unverified | 0 |
| RATSF: Empowering Customer Service Volume Management through Retrieval-Augmented Time-Series Forecasting | Mar 7, 2024 | DecoderManagement | —Unverified | 0 |
| Hyperparameter Tuning MLPs for Probabilistic Time Series Forecasting | Mar 7, 2024 | Hyperparameter OptimizationProbabilistic Time Series Forecasting | CodeCode Available | 0 |
| Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference | Mar 6, 2024 | Contrastive LearningTime Series | CodeCode Available | 1 |
| Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records | Mar 6, 2024 | Time Series | —Unverified | 0 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Electrical Load Forecasting Model Using Hybrid LSTM Neural Networks with Online Correction | Mar 6, 2024 | Load ForecastingTime Series | —Unverified | 0 |
| Multi-modal Deep Learning | Mar 6, 2024 | Deep LearningTime Series | —Unverified | 0 |
| Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators | Mar 6, 2024 | Computational EfficiencyTime Series | —Unverified | 0 |
| Portraying the Need for Temporal Data in Flood Detection via Sentinel-1 | Mar 6, 2024 | Anomaly DetectionEarth Observation | —Unverified | 0 |
| K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data | Mar 6, 2024 | General Knowledgegraph construction | —Unverified | 0 |
| Probing the Robustness of Time-series Forecasting Models with CounterfacTS | Mar 6, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Towards Controllable Time Series Generation | Mar 6, 2024 | Time SeriesTime Series Generation | —Unverified | 0 |
| Matrix-based Prediction Approach for Intraday Instantaneous Volatility Vector | Mar 5, 2024 | PredictionTime Series | —Unverified | 0 |
| Time Weaver: A Conditional Time Series Generation Model | Mar 5, 2024 | modelSpecificity | —Unverified | 0 |
| InjectTST: A Transformer Method of Injecting Global Information into Independent Channels for Long Time Series Forecasting | Mar 5, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Trainable Fractional Fourier Transform | Mar 4, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
