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zero-shot forecasting

7 papers

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Co-occurring keywords · papers mentioning both

time series forecasting (5) large language model (3) time series (2) multimodal learning (2) zero-shot learning (2) ontology classification (1) time series dataset (1) building analytics (1) channel clustering (1) retentive network (1)

Papers

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data AAAI 2025 Building Timeseries Dataset: Empowering Large-Scale Building Analytics NeurIPS 2024 From Similarity to Superiority: Channel Clustering for Time Series Forecasting NeurIPS 2024 LeRet: Language-Empowered Retentive Network for Time Series Forecasting IJCAI 2024 ForecastPFN: Synthetically-Trained Zero-Shot Forecasting NeurIPS 2023 Large Language Models Are Zero-Shot Time Series Forecasters NeurIPS 2023 Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021