FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series
Forecasting

FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting

2 December 2022

Papers citing "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting"

11 / 11 papers shown

Title
ReFocus: Reinforcing Mid-Frequency and Key-Frequency Modeling for Multivariate Time Series Forecasting Guoqi Yu Yaoming Li Juncheng Wang Xiaoyu Guo Angelica I. Aviles-Rivero Tong Yang Shujun Wang AI4TS 44 0 0 24 Feb 2025
Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network Dongran Zhang Jiangnan Yan K. Polat A. Alhudhaif Jun Li AI4TS 33 11 0 31 Dec 2024
WaveRoRA: Wavelet Rotary Route Attention for Multivariate Time Series Forecasting Aobo Liang Y. Sun Nadra Guizani AI4TS 34 1 0 30 Oct 2024
RoWSFormer: A Robust Watermarking Framework with Swin Transformer for Enhanced Geometric Attack Resilience Weitong Chen Yuheng Li AAML 16 1 0 23 Sep 2024
WindowMixer: Intra-Window and Inter-Window Modeling for Time Series Forecasting Quangao Liu Ruiqi Li Maowei Jiang Wei Yang Chen Liang Longlong Pang Zhuozhang Zou AI4TS 34 0 0 14 Jun 2024
C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting Chaolv Zeng Zhanyu Liu Guanjie Zheng Linghe Kong Mamba 50 5 0 08 Jun 2024
CAFO: Feature-Centric Explanation on Time Series Classification Jaeho Kim S. Hahn Yoontae Hwang Junghye Lee Seulki Lee AI4TS 31 1 0 03 Jun 2024
FAITH: Frequency-domain Attention In Two Horizons for Time Series Forecasting Ruiqi Li Maowei Jiang Kai-Ming Wang Kaiduo Feng Quangao Liu Yue Sun Xiufang Zhou AI4TS 37 1 0 22 May 2024
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting Tian Zhou Ziqing Ma Xue Wang Qingsong Wen Liang Sun Tao Yao Wotao Yin Rong Jin AI4TS 121 170 0 18 May 2022
Multiwavelet-based Operator Learning for Differential Equations Gaurav Gupta Xiongye Xiao P. Bogdan 126 200 0 28 Sep 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 169 3,885 0 14 Dec 2020