Search Results for author: Ziyu Lyu

Found 3 papers, 1 papers with code

Revisiting Knowledge Distillation under Distribution Shift

1 code implementation25 Dec 2023 Songming Zhang, Ziyu Lyu, Xiaofeng Chen

Knowledge distillation transfers knowledge from large models into small models, and has recently made remarkable achievements.

Data Augmentation Knowledge Distillation

TFDNet: Time-Frequency Enhanced Decomposed Network for Long-term Time Series Forecasting

no code implementations25 Aug 2023 Yuxiao Luo, Ziyu Lyu, Xingyu Huang

In this paper, we propose a Time-Frequency Enhanced Decomposed Network (TFDNet) to capture both the long-term underlying patterns and temporal periodicity from the time-frequency domain.

Time Series Time Series Forecasting

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