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07/04/2023
SageFormer: Series-Aware Graph-Enhanced Transformers for Multivariate Time Series Forecasting
Multivariate time series forecasting plays a critical role in diverse do...
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07/04/2023
Bridge the Performance Gap in Peak-hour Series Forecasting: The Seq2Peak Framework
Peak-Hour Series Forecasting (PHSF) is a crucial yet underexplored task ...
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03/12/2023
MetaUE: Model-based Meta-learning for Underwater Image Enhancement
The challenges in recovering underwater images are the presence of diver...
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04/17/2022
Fast Multi-grid Methods for Minimizing Curvature Energy
The geometric high-order regularization methods such as mean curvature a...
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03/27/2019