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Time Series

9 directly classified papers

Papers per year

Papers

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling NIPS 2024
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting NIPS 2024
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks AAAI 2023
One Fits All: Power General Time Series Analysis by Pretrained LM NIPS 2023
CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction AAAI 2022
Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022
Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting NIPS 2020