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Showing 101–125 of 9169 papers

TitleStatusHype
FNSPID: A Comprehensive Financial News Dataset in Time SeriesCode3
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core FusionCode3
Time-series Transformer Generative Adversarial NetworksCode3
Attention-based CNN-LSTM and XGBoost hybrid model for stock predictionCode2
Large language models can be zero-shot anomaly detectors for time series?Code2
Koopa: Learning Non-stationary Time Series Dynamics with Koopman PredictorsCode2
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic ForecastingCode2
Model scale versus domain knowledge in statistical forecasting of chaotic systemsCode2
A Survey on Time-Series Pre-Trained ModelsCode2
A Temporal Kolmogorov-Arnold Transformer for Time Series ForecastingCode2
Interpretable Pre-Trained Transformers for Heart Time-Series DataCode2
A Survey of Financial AI: Architectures, Advances and Open ChallengesCode2
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language ModelCode2
HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in PythonCode2
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly DetectionCode2
ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series ForecastingCode2
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution ShiftCode2
How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and OutlookCode2
AR-Net: A simple Auto-Regressive Neural Network for time-seriesCode2
Generative Time Series Forecasting with Diffusion, Denoise, and DisentanglementCode2
JANA: Jointly Amortized Neural Approximation of Complex Bayesian ModelsCode2
KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting?Code2
GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable MissingCode2
Large Language Models Are Zero-Shot Time Series ForecastersCode2
Are Self-Attentions Effective for Time Series Forecasting?Code2
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