Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency

NeurIPSSpotlight2025

Authors
Renzhao Liang, Sizhe Xu, Chenggang Xie, Jingru Chen, Feiyang Ren, Shu Yang, Takahiro Yabe
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Time series forecasting plays a pivotal role in critical domains such as energy management and financial markets…

Opening excerpt from the authors’ abstract. source

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Topics

time series

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