Deep Frequency Derivative Learning for Non-stationary Time Series
Forecasting

Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting

29 June 2024

Wei Fan

Papers citing "Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting"

5 / 5 papers shown

Title
Non-stationary Diffusion For Probabilistic Time Series Forecasting Weiwei Ye Zhuopeng Xu Ning Gui DiffM 66 0 0 07 May 2025
Automated Detection of Defects on Metal Surfaces using Vision Transformers Toqa Alaa Mostafa Kotb Arwa Zakaria Mariam Diab Walid Gomaa 30 1 0 06 Oct 2024
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting Kun Yi Qi Zhang Wei Fan Shoujin Wang Pengyang Wang Hui He Defu Lian Ning An Longbin Cao ZhenDong Niu AI4TS 61 125 0 10 Nov 2023
A Fine-Grained Analysis on Distribution Shift Olivia Wiles Sven Gowal Florian Stimberg Sylvestre-Alvise Rebuffi Ira Ktena Krishnamurthy Dvijotham A. Cemgil OOD 239 209 0 21 Oct 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 171 3,921 0 14 Dec 2020