1 code implementation • 13 Oct 2024 • Guozhi Liu, Weiwei Lin, Tiansheng Huang, Ruichao Mo, Qi Mu, Li Shen
Second, instead of applying uniform perturbation across all layers, T-Vaccine only applies perturbation to the safety-critical layers while keeping other layers frozen during training.
1 code implementation • 27 Sep 2024 • Shengsheng Lin, Weiwei Lin, Xinyi Hu, Wentai Wu, Ruichao Mo, Haocheng Zhong
The stable periodic patterns present in time series data serve as the foundation for conducting long-horizon forecasts.
Ranked #1 on
Time Series Forecasting
on Electricity (96)
4 code implementations • 22 Aug 2023 • Shengsheng Lin, Weiwei Lin, Wentai Wu, Feiyu Zhao, Ruichao Mo, Haotong Zhang
To address these issues, we propose two novel strategies to reduce the number of iterations in RNNs for LTSF tasks: Segment-wise Iterations and Parallel Multi-step Forecasting (PMF).
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Time Series Forecasting
on Weather (192)