Multi-resolution Time-Series Transformer for Long-term Forecasting

Multi-resolution Time-Series Transformer for Long-term Forecasting

7 November 2023

Yitian Zhang

Soumyasundar Pal

Papers citing "Multi-resolution Time-Series Transformer for Long-term Forecasting"

11 / 11 papers shown

Title
Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training Scheme Ruwen Fulek Markus Lange-Hegermann AI4TS 45 0 0 08 May 2025
CANet: ChronoAdaptive Network for Enhanced Long-Term Time Series Forecasting under Non-Stationarity Mert Sonmezer Seyda Ertekin AI4TS 31 0 0 24 Apr 2025
Pets: General Pattern Assisted Architecture For Time Series Analysis Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu AI4TS 34 0 0 19 Apr 2025
AttenGluco: Multimodal Transformer-Based Blood Glucose Forecasting on AI-READI Dataset Ebrahim Farahmand Reza Rahimi Azghan Nooshin Taheri Chatrudi Eric Kim Gautham Krishna Gudur Edison Thomaz Giulia Pedrielli Pavan Turaga Hassan Ghasemzadeh 87 3 0 14 Feb 2025
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer Jiawen Zhang Shun Zheng Xumeng Wen Xiaofang Zhou Jiang Bian Jiajun Li AI4TS 44 3 0 04 Nov 2024
Repurposing Foundation Model for Generalizable Medical Time Series Classification Nan Huang Haishuai Wang Zihuai He Marinka Zitnik Xiang Zhang AI4TS OOD 31 1 0 03 Oct 2024
Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing Egon Persak Miguel F. Anjos Sebastian Lautz Aleksandar Kolev AI4TS 46 0 0 03 Jul 2024
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 316 3,633 0 24 Feb 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 3,913 0 14 Dec 2020
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 216 21,824 0 09 Dec 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 390 75,972 0 18 May 2015