| QuaCK-TSF: Quantum-Classical Kernelized Time Series Forecasting | Aug 21, 2024 | Bayesian OptimizationTime Series | CodeCode Available | 0 |
| Koopman AutoEncoder via Singular Value Decomposition for Data-Driven Long-Term Prediction | Aug 21, 2024 | PredictionTime Series | —Unverified | 0 |
| Learning Deep Dissipative Dynamics | Aug 21, 2024 | LEMMATime Series | CodeCode Available | 0 |
| KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? | Aug 21, 2024 | Mixture-of-ExpertsTime Series | CodeCode Available | 2 |
| Correlation Analysis of Adversarial Attack in Time Series Classification | Aug 21, 2024 | Adversarial AttackTime Series | —Unverified | 0 |
| Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features | Aug 21, 2024 | Earth ObservationTime Series | —Unverified | 0 |
| Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications | Aug 20, 2024 | Time Series | —Unverified | 0 |
| Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals | Aug 20, 2024 | EEGHippocampus | —Unverified | 0 |
| Interactive Counterfactual Generation for Univariate Time Series | Aug 20, 2024 | counterfactualTime Series | —Unverified | 0 |
| PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | Aug 20, 2024 | Multivariate Time Series ForecastingTemporal Sequences | CodeCode Available | 2 |
| Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series | Aug 20, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Wave-Mask/Mix: Exploring Wavelet-Based Augmentations for Time Series Forecasting | Aug 20, 2024 | Data AugmentationTime Series | CodeCode Available | 1 |
| Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics | Aug 20, 2024 | Time Series | —Unverified | 0 |
| Causality-Inspired Models for Financial Time Series Forecasting | Aug 19, 2024 | Causal Discoveryfeature selection | —Unverified | 0 |
| sTransformer: A Modular Approach for Extracting Inter-Sequential and Temporal Information for Time-Series Forecasting | Aug 19, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Unlocking the Power of LSTM for Long Term Time Series Forecasting | Aug 19, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Demystifying the Communication Characteristics for Distributed Transformer Models | Aug 19, 2024 | Audio GenerationGPU | —Unverified | 0 |
| PLUTUS: A Well Pre-trained Large Unified Transformer can Unveil Financial Time Series Regularities | Aug 19, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Agentic Retrieval-Augmented Generation for Time Series Analysis | Aug 18, 2024 | RAGRetrieval | —Unverified | 0 |
| Enhancing Startup Success Predictions in Venture Capital: A GraphRAG Augmented Multivariate Time Series Method | Aug 18, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Analysis by State Space Learning | Aug 17, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| A Benchmark Time Series Dataset for Semiconductor Fabrication Manufacturing Constructed using Component-based Discrete-Event Simulation Models | Aug 17, 2024 | Time Series | —Unverified | 0 |
| Beam Prediction based on Large Language Models | Aug 16, 2024 | Beam PredictionPrediction | —Unverified | 0 |
| PITN: Physics-Informed Temporal Networks for Cuffless Blood Pressure Estimation | Aug 16, 2024 | Blood pressure estimationContrastive Learning | CodeCode Available | 1 |
| An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series | Aug 16, 2024 | counterfactualTime Series | —Unverified | 0 |