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Danielle Maddix

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PreDiff: Precipitation Nowcasting with Latent Diffusion Models

Jul 19, 2023
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle Maddix, Yi Zhu, Mu Li, Yuyang Wang

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GOPHER: Categorical probabilistic forecasting with graph structure via local continuous-time dynamics

Dec 18, 2021
Ke Alexander Wang, Danielle Maddix, Yuyang Wang

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Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting

Nov 12, 2021
Youngsuk Park, Danielle Maddix, François-Xavier Aubet, Kelvin Kan, Jan Gasthaus, Yuyang Wang

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Cross-domain Time Series Forecasting with Attention Sharing

Feb 13, 2021
Xiaoyong Jin, Youngsuk Park, Danielle Maddix, Bernie Wang, Xifeng Yan

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Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems

Nov 20, 2020
Rui Wang, Danielle Maddix, Christos Faloutsos, Yuyang Wang, Rose Yu

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Neural forecasting: Introduction and literature overview

Apr 21, 2020
Konstantinos Benidis, Syama Sundar Rangapuram, Valentin Flunkert, Bernie Wang, Danielle Maddix, Caner Turkmen, Jan Gasthaus, Michael Bohlke-Schneider, David Salinas, Lorenzo Stella, Laurent Callot, Tim Januschowski

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