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Showing 126–150 of 9169 papers

TitleStatusHype
Koopa: Learning Non-stationary Time Series Dynamics with Koopman PredictorsCode2
Large Language Models Are Zero-Shot Time Series ForecastersCode2
Model scale versus domain knowledge in statistical forecasting of chaotic systemsCode2
JANA: Jointly Amortized Neural Approximation of Complex Bayesian ModelsCode2
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series ForecastingCode2
Attention-based CNN-LSTM and XGBoost hybrid model for stock predictionCode2
Interpretable Pre-Trained Transformers for Heart Time-Series DataCode2
KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting?Code2
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution ShiftCode2
HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in PythonCode2
A Temporal Kolmogorov-Arnold Transformer for Time Series ForecastingCode2
A Survey on Time-Series Pre-Trained ModelsCode2
ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series ForecastingCode2
How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and OutlookCode2
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly DetectionCode2
Cross-Domain Pre-training with Language Models for Transferable Time Series RepresentationsCode2
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing FlowsCode2
GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable MissingCode2
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with ReflectionCode2
Generative Time Series Forecasting with Diffusion, Denoise, and DisentanglementCode2
Fredformer: Frequency Debiased Transformer for Time Series ForecastingCode2
AR-Net: A simple Auto-Regressive Neural Network for time-seriesCode2
Frequency Adaptive Normalization For Non-stationary Time Series ForecastingCode2
Advancing Time Series Classification with Multimodal Language ModelingCode2
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph PerspectiveCode2
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