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Showing 151–175 of 9169 papers

TitleStatusHype
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language ModelCode2
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly DetectionCode2
A Survey of Financial AI: Architectures, Advances and Open ChallengesCode2
Large Language Models Are Zero-Shot Time Series ForecastersCode2
Model scale versus domain knowledge in statistical forecasting of chaotic systemsCode2
AR-Net: A simple Auto-Regressive Neural Network for time-seriesCode2
Interpretable Pre-Trained Transformers for Heart Time-Series DataCode2
JANA: Jointly Amortized Neural Approximation of Complex Bayesian ModelsCode2
HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in PythonCode2
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series ForecastingCode2
How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and OutlookCode2
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
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with ReflectionCode2
Anomaly Transformer: Time Series Anomaly Detection with Association DiscrepancyCode2
Frequency Adaptive Normalization For Non-stationary Time Series ForecastingCode2
Are Self-Attentions Effective for Time Series Forecasting?Code2
Frequency-domain MLPs are More Effective Learners in Time Series ForecastingCode2
Generative Time Series Forecasting with Diffusion, Denoise, and DisentanglementCode2
Harnessing Vision Models for Time Series Analysis: A SurveyCode2
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series ForecastingCode2
Koopa: Learning Non-stationary Time Series Dynamics with Koopman PredictorsCode2
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution ShiftCode2
FITS: Modeling Time Series with 10k ParametersCode2
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series ForecastingCode2
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