| Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications | Aug 20, 2024 | Time Series | —Unverified | 0 |
| Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics | 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 |
| Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series | Aug 20, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Unlocking the Power of LSTM for Long Term Time Series Forecasting | Aug 19, 2024 | Time SeriesTime Series Forecasting | —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 |
| PLUTUS: A Well Pre-trained Large Unified Transformer can Unveil Financial Time Series Regularities | Aug 19, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Demystifying the Communication Characteristics for Distributed Transformer Models | Aug 19, 2024 | Audio GenerationGPU | —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 |
| Agentic Retrieval-Augmented Generation for Time Series Analysis | Aug 18, 2024 | RAGRetrieval | —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 |
| An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series | Aug 16, 2024 | counterfactualTime Series | —Unverified | 0 |
| DeNOTS: Stable Deep Neural ODEs for Time Series | Aug 15, 2024 | Irregular Time SeriesState Space Models | —Unverified | 0 |
| Classification of High-dimensional Time Series in Spectral Domain using Explainable Features | Aug 15, 2024 | EEGfeature selection | —Unverified | 0 |
| Causal Discovery from Time-Series Data with Short-Term Invariance-Based Convolutional Neural Networks | Aug 15, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain | Aug 15, 2024 | EEGTime Series | —Unverified | 0 |
| System States Forecasting of Microservices with Dynamic Spatio-Temporal Data | Aug 15, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining | Aug 15, 2024 | Time SeriesTime Series Generation | —Unverified | 0 |
| RandomNet: Clustering Time Series Using Untrained Deep Neural Networks | Aug 15, 2024 | ClusteringTime Series | CodeCode Available | 0 |
| Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis | Aug 14, 2024 | Adversarial RobustnessKolmogorov-Arnold Networks | CodeCode Available | 0 |
| LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language Models | Aug 14, 2024 | EEGSelf-Supervised Learning | CodeCode Available | 0 |
| Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection | Aug 13, 2024 | Anomaly DetectionFairness | —Unverified | 0 |