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Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting

Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting

30 March 2025
Fan-Keng Sun
Yu-Cheng Wu
Duane S. Boning
    AI4TS
ArXiv (abs)PDFHTMLGithub

Papers citing "Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting"

2 / 2 papers shown
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
Jiawen Wei
Lan Jiang
Pengbo Wei
Ziwen Ye
Teng Song
Chen Chen
Guangrui Ma
AI4TS
190
0
0
28 Nov 2025
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of ExpertsInternational Conference on Learning Representations (ICLR), 2024
Xiaoming Shi
Shiyu Wang
Yuqi Nie
Dianqi Li
Zhou Ye
Qingsong Wen
Ming Jin
AI4TS
774
232
0
24 Sep 2024
1
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