Attention as Robust Representation for Time Series Forecasting

Attention as Robust Representation for Time Series Forecasting

8 February 2024

Liang Sun

Papers citing "Attention as Robust Representation for Time Series Forecasting"

4 / 4 papers shown

Title
A HEART for the environment: Transformer-Based Spatiotemporal Modeling for Air Quality Prediction Norbert Bodendorfer 46 1 0 26 Feb 2025
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing Amir Arjomand Amin Boudesh Farnoush Bayatmakou Kenneth B. Kent Arash Mohammadi 24 0 0 15 Apr 2024
DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection Yiyuan Yang Chaoli Zhang Tian Zhou Qingsong Wen Liang Sun AI4TS 95 116 0 17 Jun 2023
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