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Showing 126–150 of 9169 papers

TitleStatusHype
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution ShiftCode2
ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series ForecastingCode2
A Temporal Kolmogorov-Arnold Transformer for Time Series ForecastingCode2
Cross-Domain Pre-training with Language Models for Transferable Time Series RepresentationsCode2
A Survey on Time-Series Pre-Trained ModelsCode2
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly DetectionCode2
Attention-based CNN-LSTM and XGBoost hybrid model for stock predictionCode2
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language ModelCode2
Liquid Time-constant NetworksCode2
Koopa: Learning Non-stationary Time Series Dynamics with Koopman PredictorsCode2
KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting?Code2
JANA: Jointly Amortized Neural Approximation of Complex Bayesian ModelsCode2
Large Language Models Are Zero-Shot Time Series ForecastersCode2
How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and OutlookCode2
A Survey of Financial AI: Architectures, Advances and Open ChallengesCode2
AR-Net: A simple Auto-Regressive Neural Network for time-seriesCode2
HierarchicalForecast: A Reference Framework for Hierarchical Forecasting in PythonCode2
Interpretable Pre-Trained Transformers for Heart Time-Series DataCode2
Large language models can be zero-shot anomaly detectors for time series?Code2
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
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
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