Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach

2 August 2023

Papers citing "Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach"

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Title
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Steven C. H. Hoi AI4TS 111 394 0 03 Feb 2022
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 167 3,855 0 14 Dec 2020